Geavanceerde data technieken

Gerko Vink
g.vink@uu.nl

Methodology & Statistics @ Utrecht University

10 Jun 2025

Disclaimer

I owe a debt of gratitude to many people as the thoughts and code in these slides are the process of years-long development cycles and discussions with my team, friends, colleagues and peers. When someone has contributed to the content of the slides, I have credited their authorship.

Images are either directly linked, or generated with StableDiffusion or DALL-E. That said, there is no information in this presentation that exceeds legal use of copyright materials in academic settings, or that should not be part of the public domain.

Warning

You may use any and all content in this presentation - including my name - and submit it as input to generative AI tools, with the following exception:

  • You must ensure that the content is not used for further training of the model

Slide materials and source code

Materials

Recap

Gisteren hebben we deze onderwerpen behandeld:

  • Zelf functies ontwikkelen, gebruiken en debuggen
  • Map / Reduce workflows
  • Binaire operators
  • Trekken uit verdelingen
  • Random number generation

Today

Vandaag behandelen we de volgende onderwerpen:

  • Ontbrekende waarden
  • Synthetische imputaties maken

Packages we use

library(purrr)    # for functional programming
library(dplyr)    # for data manipulation
library(magrittr) # for the pipe operator
library(mice)     # for multiple imputation
library(ggmice)   # for visualizing mice objects

set.seed(123) # for reproducibilitysqrt

Anatomy of an Answer

At the start

Let’s start with the core:

Statistical inference

Statistical inference is the process of drawing conclusions from truths

Truths are boring, but they are convenient.

  • however, for most problems truths require a lot of calculations, tallying or a complete census.
  • therefore, a proxy of the truth is in most cases sufficient
  • An example for such a proxy is a sample
  • Samples are widely used and have been for a long time

Do we need data?

Without any data we can still come up with a statistically valid answer.

  • The answer will not be very informative.
  • In order for our answer to be more informative, we need more information

Some sources of information can already tremendously guide the precision of our answer.

In Short

Information bridges the answer to the truth. Too little information may lead you to a false truth.

Being wrong about the truth

  • The population is the truth
  • The sample comes from the population, but is generally smaller in size
  • This means that not all cases from the population can be in our sample
  • If not all information from the population is in the sample, then our sample may be wrong

Good questions to ask yourself

  1. Why is it important that our sample is not wrong?
  2. How do we know that our sample is not wrong?

Solving the missingness problem

  • There are many flavours of sampling
  • If we give every unit in the population the same probability to be sampled, we do random sampling
  • The convenience with random sampling is that the missingness problem can be ignored
  • The missingness problem would in this case be: not every unit in the population has been observed in the sample

Hmmm…

Would that mean that if we simply observe every potential unit, we would be unbiased about the truth?

How do we know that our sample is not….

We can replicate our sample.

  • A replication would be a new sample from the same population or true data generating model obtained by the same data generating process.
  • If we would sample 100 times, we would get 100 different samples
  • If we would estimate 100 times, we would get 100 different estimates with 100 different confidence intervals (e.g. 95% CI)
  • Out of these 100 different intervals, we would expect a nominal coverage. For a 95% CI we’d expect 95 of them to cover the true population value.

Case: Spaceshuttle Challenger

36 years ago, on 28 January 1986, 73 seconds into its flight and at an altitude of 9 miles, the space shuttle Challenger experienced an enormous fireball caused by one of its two booster rockets and broke up. The crew compartment continued its trajectory, reaching an altitude of 12 miles, before falling into the Atlantic. All seven crew members, consisting of five astronauts and two payload specialists, were killed.

Nothing happened, so we ignored it

In the decision to proceed with the launch, there was a presence of dark data. And no-one noticed!

Dark data
Information that is not available but necessary to arrive at the correct answer.

This missing information has the potential to mislead people. The notion that we can be misled is essential because it also implies that artificial intelligence can be misled!

If you don’t have all the information, there is always the possibility of drawing an incorrect conclusion or making a wrong decision.

In Practice

We now have a new problem:

  • we do not have the whole truth; but merely a sample of the truth
  • we do not even have the whole sample, but merely a sample of the sample of the truth.

What would be a simple solution to allowing for valid inferences on the incomplete sample? Would that solution work in practice?

How to fix the missingness problem

There are two sources of uncertainty that we need to cover when analyzing incomplete data:

  1. Uncertainty about the data values we don’t have:
    when we don’t know what the true observed value should be, we must create a distribution of values with proper variance (uncertainty).
  2. Uncertainty about the process that generated the values we do have:
    nothing can guarantee that our sample is the one true sample. So it is reasonable to assume that the parameters obtained on our sample are biased.

A straightforward and intuitive solution for analyzing incomplete data in such scenarios is multiple imputation (Rubin, 1987).

Rubin, D. B. (1987). Multiple imputation for nonresponse in surveys. John Wiley & Sons.

Multiple imputation with mice

Inspect the missingness

plot_pattern(boys)

Impute boys

imp <- mice(boys)

 iter imp variable
  1   1  hgt  wgt  bmi  hc  gen  phb  tv  reg
  1   2  hgt  wgt  bmi  hc  gen  phb  tv  reg
  1   3  hgt  wgt  bmi  hc  gen  phb  tv  reg
  1   4  hgt  wgt  bmi  hc  gen  phb  tv  reg
  1   5  hgt  wgt  bmi  hc  gen  phb  tv  reg
  2   1  hgt  wgt  bmi  hc  gen  phb  tv  reg
  2   2  hgt  wgt  bmi  hc  gen  phb  tv  reg
  2   3  hgt  wgt  bmi  hc  gen  phb  tv  reg
  2   4  hgt  wgt  bmi  hc  gen  phb  tv  reg
  2   5  hgt  wgt  bmi  hc  gen  phb  tv  reg
  3   1  hgt  wgt  bmi  hc  gen  phb  tv  reg
  3   2  hgt  wgt  bmi  hc  gen  phb  tv  reg
  3   3  hgt  wgt  bmi  hc  gen  phb  tv  reg
  3   4  hgt  wgt  bmi  hc  gen  phb  tv  reg
  3   5  hgt  wgt  bmi  hc  gen  phb  tv  reg
  4   1  hgt  wgt  bmi  hc  gen  phb  tv  reg
  4   2  hgt  wgt  bmi  hc  gen  phb  tv  reg
  4   3  hgt  wgt  bmi  hc  gen  phb  tv  reg
  4   4  hgt  wgt  bmi  hc  gen  phb  tv  reg
  4   5  hgt  wgt  bmi  hc  gen  phb  tv  reg
  5   1  hgt  wgt  bmi  hc  gen  phb  tv  reg
  5   2  hgt  wgt  bmi  hc  gen  phb  tv  reg
  5   3  hgt  wgt  bmi  hc  gen  phb  tv  reg
  5   4  hgt  wgt  bmi  hc  gen  phb  tv  reg
  5   5  hgt  wgt  bmi  hc  gen  phb  tv  reg

Default arguments

mice(
  data,
  m = 5,
  method = NULL,
  predictorMatrix,
  ignore = NULL,
  where = NULL,
  blocks,
  visitSequence = NULL,
  formulas,
  calltype = NULL,
  blots = NULL,
  post = NULL,
  defaultMethod = c("pmm", "logreg", "polyreg", "polr"),
  maxit = 5,
  printFlag = TRUE,
  seed = NA,
  data.init = NULL,
  ...
)

For this course we do not go beyond the default imputation methods in mice.

Inspect the imputed data

mice::stripplot(imp)

Inspect the imputed data

ggmice::densityplot(imp)

Inspect the convergence

plot_trace(imp, vrb = "tv")

Run more iterations

imp <- mice(boys, 
            maxit = 20, # increase the number of iterations to 20
            printFlag = FALSE) # do not print the iteration history
plot_trace(imp, vrb = "tv")

Calculate estimates: create a list of imputed data sets

imp %>% 
  complete("all") # creates a list of the imputed data sets
$`1`
        age   hgt     wgt   bmi   hc gen phb tv   reg
3     0.035  50.1   3.650 14.54 33.7  G1  P1  2 south
4     0.038  53.5   3.370 11.77 35.0  G5  P5 10 south
18    0.057  50.0   3.140 12.56 35.2  G3  P4  2 south
23    0.060  54.5   4.270 14.37 36.7  G2  P3  1 south
28    0.062  57.5   5.030 15.21 37.3  G2  P2  2 south
36    0.068  55.5   4.655 15.11 37.0  G1  P1  2 south
37    0.068  52.5   3.810 13.82 34.9  G3  P5  1 south
38    0.071  53.0   3.890 13.84 35.8  G1  P1  2  west
39    0.071  55.1   3.880 12.77 36.8  G2  P2  1  west
43    0.073  54.5   4.200 14.14 38.0  G1  P2  2  east
53    0.076  58.5   5.920 17.29 40.5  G1  P2  3  west
60    0.079  55.0   4.430 14.64 38.0  G1  P1  2  east
62    0.079  58.5   5.745 16.78 38.5  G1  P1  1  city
75    0.082  59.5   5.100 14.40 39.1  G1  P2  2  west
85    0.084  52.5   4.120 14.94 37.3  G1  P1  3 south
93    0.084  54.0   4.500 15.43 37.0  G1  P1  2 south
99    0.087  59.5   5.130 14.49 38.0  G1  P2  2  west
103   0.087  54.5   4.540 15.14 39.0  G1  P1  2  west
113   0.090  55.7   4.070 13.11 36.6  G1  P2  2  east
127   0.093  56.0   5.410 17.25 40.0  G2  P2  1 north
138   0.093  56.0   4.800 15.30 38.0  G2  P2  1  west
140   0.093  53.5   4.150 14.49 39.0  G2  P2  2  west
159   0.098  55.4   4.350 14.17 38.1  G2  P2  3  west
167   0.101  55.8   5.060 16.25 38.5  G2  P2  2  east
177   0.104  54.0   4.230 14.50 38.1  G1  P1  2 south
184   0.109  58.0   5.520 16.40 38.2  G1  P1  2  west
189   0.112  59.0   4.820 13.84 38.0  G1  P2  2  west
198   0.117  57.0   5.260 16.18 40.0  G1  P1  3 north
201   0.117  54.9   4.450 14.76 37.5  G1  P2  2 south
207   0.123  62.0   5.420 14.09 40.5  G2  P2  1  west
217   0.128  58.0   5.000 14.86 38.8  G1  P2  2 south
226   0.134  58.5   4.950 14.46 40.0  G2  P1  2  west
238   0.142  58.0   5.220 15.51 40.1  G4  P4  2 north
240   0.142  57.3   5.090 15.50 39.7  G1  P3  2  east
248   0.147  57.3   4.950 15.07 36.8  G1  P1  2 north
251   0.147  57.0   5.170 15.91 40.2  G1  P1  2  city
253   0.147  58.0   5.120 15.21 38.5  G2  P1  2  west
258   0.150  56.0   5.260 16.77 40.5  G1  P2  3  west
270   0.153  57.5   4.950 14.97 39.2  G1  P2  2  west
272   0.153  60.6   5.475 14.90 40.3  G1  P1  2 south
273   0.153  64.0   6.260 15.28 49.2  G1  P2  2 south
284   0.158  60.5   5.750 15.70 39.5  G1  P1  2  west
304   0.164  59.9   5.070 14.13 39.8  G2  P2  3  west
310   0.164  55.0   3.730 12.33 37.8  G3  P4  3  west
317   0.167  59.0   5.080 14.59 39.8  G2  P1  3  west
328   0.169  60.3   4.990 13.72 40.3  G2  P2  1  city
336   0.172  59.0   5.310 15.25 38.0  G2  P3  2  west
337   0.172  58.5   5.080 14.84 39.0  G1  P1  2  city
345   0.172  60.0   5.090 14.13 39.0  G1  P2  2  west
349   0.172  57.5   4.660 14.09 36.2  G1  P1  2 south
365   0.177  61.5   6.680 17.66 42.0  G1  P1  1  west
366   0.177  57.5   8.650 17.24 40.4  G1  P2  2  west
399   0.188  58.5   6.030 17.61 41.5  G3  P2  1  east
416   0.191  61.8   5.560 14.55 39.9  G1  P2  2  west
418   0.191  56.9   4.140 12.78 35.7  G3  P3  3 south
431   0.197  58.0   4.550 13.52 38.3  G1  P2  2 south
432   0.197  56.0   4.480 14.28 38.3  G1  P1  2 south
434   0.199  61.0   5.830 15.66 39.9  G1  P2  3  east
438   0.202  60.0   4.790 13.30 38.2  G5  P5 10  west
463   0.224  62.5   6.310 16.15 40.3  G1  P3  2  east
489   0.243  62.5   5.580 14.28 42.0  G1  P2  2  west
495   0.246  60.4   5.900 16.17 40.9  G1  P1  2  east
511   0.249  65.5   7.155 16.67 42.4  G1  P1  2 south
514   0.251  63.2   5.670 14.19 42.2  G2  P2  1  east
520   0.251  60.0   6.495 18.04 38.5  G1  P1  2  city
525   0.251  57.6   5.870 17.69 42.2  G2  P2  2 south
532   0.254  65.5   6.720 15.66 41.6  G1  P1  2  city
543   0.257  61.6   6.920 18.23 39.6  G1  P2  3  east
552   0.257  59.0   6.260 17.98 43.0  G1  P1  2  city
553   0.257  63.0   7.380 18.59 41.5  G2  P2  1  west
555   0.257  60.0   5.740 15.94 39.5  G1  P1  2  west
571   0.260  58.0   4.930 14.65 38.8  G1  P1  2  west
577   0.262  61.0   6.200 16.66 40.6  G1  P1  3  east
599   0.268  59.5   5.530 15.62 41.0  G2  P2  2  west
607   0.271  61.5   6.170 16.31 41.0  G1  P1  2  west
608   0.271  60.5   6.360 17.37 41.6  G2  P2  2  city
623   0.276  63.0   6.140 15.46 41.0  G1  P1  2  west
625   0.276  64.0   6.740 16.45 40.9  G2  P2  2 south
627   0.279  58.2   5.050 14.90 41.0  G4  P4 12  east
648   0.295  61.5   6.540 17.29 43.0  G2  P2  3  city
654   0.314  63.0   7.380 18.59 41.8  G1  P1  2  west
666   0.334  66.5   7.190 16.25 43.6  G2  P1  3  city
670   0.339  66.7   7.090 15.93 43.0  G1  P1  1  west
693   0.380  64.0   7.100 17.33 43.0  G1  P1  1 south
698   0.396  67.5   7.930 17.40 42.3  G1  P1  1 south
705   0.402  62.1   6.200 16.07 42.2  G1  P1  2 south
706   0.405  64.0   7.950 19.40 44.0  G1  P2  3  city
707   0.405  67.5   7.660 16.81 44.4  G1  P1  3  west
745   0.465  64.5   6.950 16.70 43.4  G1  P1  3 south
755   0.481  67.5   8.650 18.98 44.8  G2  P1  2  west
770   0.495  68.0   8.600 18.59 46.0  G1  P1  1  east
795   0.511  67.1   7.100 15.76 42.5  G1  P2  3  east
798   0.511  69.5   8.300 17.18 44.5  G1  P1  3  west
800   0.511  69.0   7.275 15.28 43.0  G1  P1  3 south
804   0.514  68.5   7.030 14.98 43.2  G2  P2  2  west
818   0.522  67.8   7.810 16.98 43.0  G1  P2  3  west
849   0.547  71.0   9.210 18.27 43.1  G2  P1  1 south
850   0.550  67.0   7.215 16.07 43.4  G2  P1  2  city
851   0.555  67.1   7.785 17.29 44.5  G1  P1  2  city
856   0.561  69.5   8.860 18.34 45.5  G2  P1  2  west
873   0.594  70.8   8.970 17.89 45.2  G1  P1  3 north
890   0.626  70.0   9.230 18.83 46.5  G1  P1  1  west
902   0.654  71.0   7.960 15.79 45.0  G1  P1  3  west
911   0.673  71.0   9.000 17.85 46.5  G1  P1  3 north
919   0.689  73.0   7.740 14.52 43.6  G1  P1  2  city
926   0.703  68.0   7.660 16.56 44.1  G1  P1  2  city
929   0.706  73.0   9.300 17.45 46.3  G2  P1  2 south
934   0.714  76.1  10.910 18.83 45.0  G1  P1  1  city
936   0.717  67.5   8.140 17.86 45.2  G1  P1  2  west
948   0.731  70.9   8.620 17.14 46.4  G1  P1  2 south
964   0.739  74.0   8.640 15.77 44.1  G1  P1  2  west
1001  0.758  74.0  10.090 18.42 47.2  G1  P1  2  east
1006  0.761  71.0   9.020 17.89 46.3  G2  P1  3  east
1020  0.769  69.0   9.400 19.74 46.6  G1  P1  2  east
1031  0.777  75.0   9.425 16.75 45.5  G1  P2  2  city
1042  0.783  72.0   8.800 16.97 47.5  G1  P1  3 south
1046  0.788  76.0  10.016 17.34 46.5  G1  P1  1  city
1054  0.796  69.8   7.590 15.57 47.5  G3  P4  2  west
1062  0.804  74.0   9.050 16.52 45.0  G1  P1  2  west
1063  0.807  74.2   9.540 17.32 46.4  G1  P2  2  east
1065  0.807  76.2   9.960 17.15 45.8  G1  P1  2  east
1066  0.810  75.0   9.620 17.10 46.5  G1  P1  2  west
1079  0.829  64.0   6.900 16.84 44.0  G1  P1  3  west
1118  0.911  76.7  10.330 17.55 45.4  G1  P1  2 south
1120  0.917  74.5  10.390 18.71 44.5  G2  P1  2  west
1121  0.917  72.8   9.130 17.22 45.7  G1  P1  2 south
1122  0.919  75.0   9.840 17.49 46.8  G1  P1  2  east
1123  0.919  78.5  11.700 18.98 47.7  G2  P1  2  west
1128  0.925  78.0   9.660 15.87 46.2  G1  P1  3 south
1150  0.950  74.0   9.575 17.48 48.0  G1  P1  3  east
1154  0.950  76.0  10.620 18.38 48.2  G1  P1  2 south
1170  0.960  73.5   8.740 16.17 44.5  G2  P1  1  west
1177  0.969  84.0  11.470 16.25 49.0  G1  P1  2  west
1188  0.977  78.3  11.040 18.00 47.0  G2  P1  2  city
1209  0.991  72.5  10.220 19.44 47.5  G1  P1  3 south
1212  0.996  77.1  10.390 17.47 47.1  G2  P3  2 north
1226  1.004  77.5  10.110 16.83 46.0  G1  P1  2  west
1232  1.007  74.0   9.250 16.89 47.5  G1  P1  3  east
1253  1.021  68.0   6.945 15.01 46.3  G2  P1  2  east
1257  1.021  77.5  10.700 17.81 46.5  G1  P1  3  west
1278  1.040  77.5   9.300 15.48 46.3  G1  P1  2 north
1285  1.048  79.5  11.270 17.83 49.0  G1  P1  1  west
1299  1.062  74.1  10.560 19.23 49.0  G1  P1  2  city
1301  1.062  81.2  11.940 18.10 46.6  G1  P1  2  east
1314  1.086  74.5   8.920 16.07 45.1  G2  P2  1  west
1331  1.138  77.0   8.880 14.97 46.0  G1  P1  2 south
1349  1.171  77.0  10.910 18.40 45.9  G1  P1  1  east
1363  1.182  78.6   9.410 15.23 48.5  G1  P1  3  city
1372  1.188  81.0  13.190 20.10 49.9  G1  P1  2  west
1377  1.190  78.5   9.840 15.96 46.2  G1  P1  2 south
1384  1.193  76.5   9.960 17.01 47.0  G1  P1  2 south
1395  1.201  75.2  10.090 17.84 49.0  G1  P1  2 south
1398  1.204  77.5  11.700 19.47 46.6  G1  P2  1 south
1409  1.210  78.0  10.150 16.68 48.0  G1  P2  2  city
1414  1.212  80.0  11.080 17.31 49.3  G1  P1  2  west
1415  1.212  79.0  10.220 16.37 48.1  G2  P1  1  west
1423  1.215  78.5  10.085 16.36 47.0  G2  P1  2 south
1439  1.229  82.9  10.860 15.80 48.5  G1  P1  2  east
1450  1.237  77.5   9.230 15.36 46.5  G1  P1  1 south
1456  1.240  83.0  12.500 18.14 48.5  G1  P1  2 south
1463  1.242  76.0  10.100 17.48 46.6  G1  P1  2  city
1466  1.242  76.2  10.280 17.70 47.5  G1  P1  2 south
1468  1.245  81.0  12.000 18.28 48.2  G1  P1  2  east
1473  1.248  82.7  12.100 17.69 48.3  G1  P1  2  east
1489  1.262  81.1  10.720 16.29 49.2  G1  P1  2  east
1507  1.284  82.0   9.980 14.84 48.0  G1  P2  2  east
1511  1.292  79.0  10.700 17.14 47.3  G1  P1  2 north
1519  1.300  80.0  10.440 16.31 48.7  G1  P1  1  east
1522  1.305  82.5  11.100 16.30 50.5  G1  P2  2  west
1524  1.308  81.0  10.410 15.86 47.3  G1  P2  3  city
1526  1.311  78.5  10.230 16.60 45.6  G1  P1  1 south
1579  1.426  77.2   9.800 16.44 46.0  G1  P1  2 south
1594  1.456  87.5  13.000 16.97 48.1  G1  P1  2 south
1617  1.481  75.0  12.040 17.31 47.5  G1  P1  3 north
1618  1.481  78.7  10.385 16.76 47.6  G1  P1  3  east
1620  1.486  80.5  11.700 18.05 48.0  G1  P1  2  west
1628  1.492  84.0  11.900 16.86 47.9  G1  P1  3  east
1632  1.494  91.1  11.500 14.45 47.0  G1  P1  3  west
1661  1.514  84.5  12.300 17.22 50.0  G1  P1  2  west
1664  1.514  80.0  10.100 15.78 47.0  G1  P1  1  west
1676  1.522  77.5   9.200 15.31 48.5  G2  P1  3  west
1681  1.527  86.5  12.490 16.69 50.7  G1  P1  2  east
1684  1.530  80.0  10.785 16.85 46.1  G1  P2  2 north
1687  1.530  75.2  12.400 17.95 47.7  G1  P1  2  west
1695  1.535  81.0   9.850 15.01 47.7  G1  P2  3  west
1710  1.552  85.0  11.970 16.56 50.0  G1  P1  2  west
1732  1.579  85.5  11.300 15.45 46.3  G1  P1  2  west
1737  1.582  85.2  14.200 19.56 48.6  G1  P1  3  west
1739  1.585  86.0  11.700 16.32 48.0  G2  P2  2  west
1756  1.598  85.5  12.700 17.37 49.2  G2  P1  2 south
1792  1.675  81.0  11.000 17.47 47.2  G1  P1  1  west
1805  1.697  68.0  14.400 20.59 48.1  G1  P2  1  city
1840  1.752  81.5   9.700 14.60 47.0  G1  P1  1  east
1873  1.785  86.5  12.300 16.43 47.1  G1  P1  2 south
1876  1.790  90.2  14.500 17.82 51.2  G1  P1  1  east
1877  1.793  86.0  13.400 18.11 47.0  G1  P1  1 north
1882  1.798  81.8  10.535 15.74 46.7  G2  P1  2 north
1887  1.801  85.3  11.450 15.73 49.0  G2  P1  2 south
1903  1.826  83.7  10.610 15.14 46.5  G1  P1  1  west
1916  1.839  78.0  12.300 17.51 49.3  G2  P2  2 south
1926  1.845  88.0  12.200 15.75 48.8  G1  P1  1 south
1927  1.848  82.9  13.200 17.40 50.0  G1  P1  1 north
1932  1.853  90.2  14.050 17.26 51.5  G2  P1  2  city
1936  1.859  85.5  12.800 17.50 48.5  G1  P1  3 south
1940  1.867  78.5  15.000 19.40 49.3  G1  P1  1 south
1947  1.878  87.5  11.300 14.75 49.5  G1  P1  2  west
1969  1.911  86.0  12.400 18.34 50.2  G1  P1  3 south
1979  1.938  72.0  15.200 19.44 45.0  G1  P1  1  city
1983  1.941  87.0  12.900 17.04 50.5  G2  P2  3  west
1990  1.957  77.2  13.400 18.74 50.0  G1  P1  1  west
1991  1.960  87.5  11.000 15.80 49.7  G1  P1  2  east
2000  1.973  78.5  12.300 18.92 48.9  G1  P1  2 south
2008  1.979  89.0  12.100 15.27 49.5  G2  P1  2 south
2009  1.979  76.2  11.600 17.25 49.1  G2  P1  3 south
2018  1.990  96.2  12.900 14.93 48.7  G1  P1  1  east
2020  1.993  93.1  13.800 15.92 49.3  G1  P1  1  east
2044  2.020  88.3  13.000 16.67 50.0  G1  P1  2 north
2071  2.045  92.2  14.600 17.17 49.3  G1  P1  2  west
2076  2.050  85.7  12.700 17.29 46.3  G2  P1  2 south
2104  2.088  90.2  13.000 15.97 48.5  G2  P1  3  city
2113  2.113  94.2  14.800 16.67 49.8  G1  P1  1 south
2122  2.127  90.5  12.000 14.65 49.1  G1  P1  2  west
2125  2.132  90.2  13.000 15.97 49.5  G1  P2  1  west
2139  2.157  93.9  13.700 15.53 47.6  G1  P1  2 south
2144  2.168  91.2  11.500 13.82 48.6  G1  P1  2 south
2148  2.173  91.2  14.700 17.67 51.1  G1  P1  3  west
2154  2.182  88.4  14.000 17.91 51.1  G1  P1  2 south
2162  2.190  96.5  13.800 14.81 48.7  G1  P2  2  east
2168  2.198  94.2  14.980 16.88 51.0  G1  P1  2 north
2174  2.209  91.7  13.700 16.29 48.1  G2  P1  1  east
2180  2.228  91.6  12.800 15.25 47.6  G1  P1  1 south
2186  2.264  89.0  13.900 17.54 51.4  G1  P1  2  west
2220  2.381  91.5  11.500 13.73 49.9  G1  P1  1 south
2227  2.412  96.2  15.000 16.20 49.9  G1  P1  1 south
2242  2.455  92.5  15.200 17.76 50.0  G1  P1  2  west
2249  2.458  92.0  15.600 18.43 51.0  G1  P2  1 south
2269  2.491  88.5  11.200 14.29 48.8  G1  P1  2  east
2277  2.502  91.1  15.800 19.03 49.7  G1  P1  2 south
2280  2.507  97.2  16.900 17.88 52.2  G1  P1  2  east
2289  2.524 100.4  19.400 19.24 53.2  G1  P1  3  east
2306  2.559  95.0  12.500 13.85 51.4  G1  P1  3  west
2313  2.576  86.0  10.700 14.46 49.5  G2  P1  2 north
2337  2.622 100.0  15.800 15.80 52.0  G1  P1  2  west
2338  2.625  99.0  16.500 16.83 53.0  G1  P1  1  west
2355  2.672  97.9  16.100 16.79 51.6  G2  P1  2 south
2366  2.715  91.0  13.800 16.66 51.0  G1  P1  3  east
2414  2.866  94.0  16.000 18.10 50.0  G1  P1  2  east
2418  2.872  95.2  14.400 15.88 49.8  G1  P1  1 south
2419  2.874  95.0  14.000 15.51 49.5  G1  P1  1 south
2423  2.885  91.4  14.800 17.71 49.0  G1  P1  2  east
2436  2.913  96.5  14.500 15.57 46.2  G2  P1  2 south
2448  2.929  95.3  13.500 14.86 51.2  G1  P1  2 north
2457  2.956 102.0  18.400 17.68 54.4  G1  P1  3  west
2476  2.981 100.5  15.200 15.04 50.2  G1  P1  3  east
2484  2.989  95.5  15.700 17.21 49.7  G1  P1  3  west
2519  3.041  94.5  14.700 16.46 52.0  G1  P1  1 south
2522  3.047  94.0  13.800 15.61 49.3  G1  P1  2 south
2531  3.058  92.6  12.800 14.92 49.3  G1  P1  2  west
2532  3.058  97.8  14.200 14.84 47.9  G1  P1  1 south
2535  3.060 102.3  16.600 15.86 50.4  G2  P1  1  east
2538  3.066  97.1  15.400 16.33 50.0  G1  P1  2  west
2540  3.069 104.9  17.600 15.99 51.0  G1  P1  3  east
2552  3.093  98.7  14.800 15.19 50.7  G1  P1  2 south
2553  3.093  99.6  15.300 15.42 52.2  G2  P1  2 south
2555  3.099  99.5  13.600 13.73 49.6  G1  P1  2  city
2561  3.107 103.5  16.200 15.12 52.0  G3  P2  2 south
2565  3.115 100.0  16.000 16.00 49.7  G2  P1  3 south
2583  3.184 100.0  15.500 15.50 50.3  G2  P1  3 north
2609  3.304 108.0  17.500 15.00 53.4  G1  P1  2 north
2616  3.342 100.5  18.100 17.92 51.3  G1  P1  2  west
2626  3.408  99.5  15.000 15.15 52.2  G1  P1  3  west
2632  3.433  99.0  17.000 17.34 53.0  G1  P1  2  city
2651  3.583 101.0  15.900 15.58 49.0  G1  P2  3  west
2663  3.701 105.1  17.800 16.11 52.1  G1  P1  2  west
2664  3.707  98.0  14.900 15.51 49.7  G1  P1  2  west
2667  3.720 105.8  19.000 16.97 51.7  G1  P1  2  east
2673  3.731 104.0  16.900 15.62 53.1  G2  P1  3  east
2678  3.745 106.0  16.000 14.23 53.5  G1  P1  2  east
2680  3.748 106.5  18.600 16.39 50.2  G1  P1  2 south
2685  3.750 106.0  17.700 15.75 50.5  G2  P1  3  west
2689  3.761 111.1  19.000 15.39 51.8  G1  P1  2  east
2713  3.827  99.0  14.500 14.79 52.3  G2  P1  3  city
2740  3.890 104.2  17.100 15.74 51.2  G1  P1  1  east
2748  3.912 108.1  21.000 17.97 52.5  G1  P1  2 south
2772  3.956 107.0  18.300 15.98 53.4  G2  P1  1  west
2777  3.964 104.7  14.600 13.31 47.6  G1  P1  1 south
2792  4.013 105.2  16.000 14.45 49.0  G2  P1  2 south
2811  4.046 104.5  16.350 14.97 50.0  G2  P1  1 south
2829  4.197 108.0  18.000 15.43 51.0  G1  P1  2 north
2841  4.295 106.5  17.200 15.16 49.2  G1  P1  3 south
2850  4.383 106.3  19.600 17.34 50.3  G2  P3  3 south
2874  5.196 111.1  20.900 16.93 54.0  G2  P1  3  east
2883  5.286 128.7  30.600 18.47 55.0  G1  P2  2  east
2885  5.292 109.3  19.600 16.40 52.4  G2  P1  3 south
2891  5.333 112.9  19.100 14.98 53.0  G1  P1  2 south
2892  5.338 123.0  28.100 18.57 52.5  G2  P1  2  city
2932  5.533 116.3  20.200 14.93 50.0  G1  P1  2  west
2957  5.626 119.1  23.600 16.63 53.8  G1  P1  2  east
2959  5.637 128.7  28.400 17.14 54.2  G1  P1  2  east
2977  5.782 124.8  25.100 16.11 53.8  G1  P1  2 north
2978  5.782 119.6  21.500 15.03 53.0  G1  P1  2  west
2984  5.820 108.0  26.100 17.68 49.6  G1  P1  2  west
2985  5.837 117.3  20.300 14.75 54.4  G1  P1  3  east
2996  5.935 119.1  19.500 13.74 51.6  G2  P2  2  west
3005  6.017 128.1  27.800 16.94 53.3  G1  P1  2 south
3018  6.113 124.6  27.000 17.39 51.5  G1  P1  2  west
3058  6.819 121.1  21.500 14.66 51.5  G1  P1  2  west
3060  6.841 125.7  31.200 19.74 54.1  G3  P1  2  west
3075  7.041 130.5  27.000 15.85 55.0  G1  P1  3  city
3083  7.170 133.4  27.500 15.45 51.0  G1  P1  2  east
3088  7.252 118.8  21.100 14.95 49.2  G1  P2  4  east
3106  7.389 127.5  25.900 15.93 52.3  G2  P2  2  east
3107  7.394 135.9  45.300 24.52 52.8  G2  P1  2 south
3111  7.419 131.0  27.500 16.02 53.8  G1  P1  6 south
3131  7.501 132.5  26.500 15.09 52.5  G1  P1  2  east
3145  7.540 138.0  31.000 16.27 50.5  G2  P2  2 north
3161  7.600 148.5  35.500 16.09 53.6  G1  P1  2  city
3165  7.613 122.5  24.500 16.32 50.0  G1  P1  1  west
3179  7.709 132.0  34.600 19.85 55.2  G1  P1  2 south
3191  7.813 140.2  30.900 15.72 56.5  G1  P2  2  east
3196  7.849 132.1  42.500 24.35 55.2  G1  P1  2  city
3199  7.885 133.7  29.400 16.44 53.6  G3  P1  3  west
3209  7.964 132.8  27.000 15.30 49.5  G1  P1  2  west
3277  8.832 134.5  31.200 17.24 53.4  G1  P2  4  east
3279  8.859 124.8  31.000 19.90 51.6  G1  P1  1 north
3283  8.867 145.0  38.200 18.16 54.8  G2  P1  2 south
3296  8.908 137.8  30.000 15.79 54.7  G1  P1  2 south
3300  8.925 140.2  37.200 18.92 55.9  G1  P1  3 south
3315  8.977 123.0  24.900 16.45 53.8  G1  P1  1 south
3321  8.999 136.3  26.900 14.47 53.4  G1  P1  4  east
3323  9.004 151.2  48.200 21.08 50.5  G2  P1  2  west
3327  9.021 141.4  29.400 14.70 53.9  G1  P1  2  east
3329  9.021 132.7  30.000 17.03 53.6  G3  P2  3 south
3334  9.034 139.6  33.800 17.34 55.0  G1  P1  2  city
3357  9.119 140.0  28.000 14.28 52.1  G1  P1  2 north
3388  9.201 125.8  22.000 13.90 54.4  G1  P1  3  west
3398  9.234 139.8  35.600 18.21 53.0  G2  P1  2 south
3409  9.270 140.4  32.000 16.23 52.3  G2  P1  1  west
3416  9.303 142.2  31.600 15.62 51.5  G1  P1  3 north
3422  9.316 147.4  31.400 14.45 53.2  G1  P1  2 south
3429  9.368 132.7  25.900 14.70 52.7  G1  P1  2 south
3442  9.407 134.4  27.000 14.94 51.8  G1  P1  6 south
3449  9.426 146.0  36.500 17.12 51.4  G1  P1  3  west
3453  9.440 144.9  36.500 17.38 53.0  G1  P2  6  west
3455  9.451 136.0  27.500 14.86 51.4  G1  P1  2  east
3460  9.459 142.7  30.800 15.12 51.5  G1  P2  4  west
3481  9.511 144.5  30.300 14.51 52.6  G1  P2 12  east
3484  9.514 140.3  27.800 14.12 53.1  G1  P1  2  east
3486  9.514 138.0  31.000 16.27 50.4  G1  P1  2  west
3494  9.524 140.9  32.700 16.47 53.4  G1  P1  3  east
3518  9.577 141.1  35.300 17.73 53.2  G1  P1  3  east
3525  9.582 134.0  27.500 15.31 51.0  G2  P2  3 south
3533  9.604 139.7  32.600 16.70 53.0  G1  P1  4  west
3547  9.631 139.7  28.700 14.70 53.0  G2  P1  2 south
3596  9.768 148.2  32.800 14.93 55.8  G2  P1  2 south
3609  9.834 142.0  30.300 15.02 53.4  G1  P1  3  west
3624  9.869 141.8  33.900 16.85 53.4  G4  P2  5  west
3641  9.946 146.5  38.600 17.98 53.6  G1  P1  3  west
3651  9.990 149.0  37.300 16.80 53.7  G1  P1  2  west
3664 10.020 137.2  31.700 16.84 54.1  G1  P1  2 south
3671 10.028 148.5  47.700 21.63 56.0  G1  P1  2  east
3698 10.108 148.1  31.600 14.40 54.8  G2  P2  6  east
3710 10.132 134.0  26.500 14.75 50.1  G1  P1  3 south
3721 10.154 139.3  30.600 15.76 51.5  G2  P2  2 south
3722 10.157 153.1  40.800 17.40 56.1  G1  P1  3  city
3723 10.160 148.4  34.200 15.52 54.7  G2  P1  3  east
3724 10.160 141.3  39.500 19.78 52.4  G1  P1  4  city
3727 10.171 135.2  31.900 17.45 53.0  G2  P1  3  west
3792 10.360 145.7  40.400 19.03 56.0  G1  P1  1  west
3805 10.398 149.8  34.700 15.46 51.0  G2  P2 10  east
3814 10.422 158.8  39.800 15.78 54.2  G2  P1  4  west
3827 10.447 148.7  41.000 18.54 55.7  G1  P1  2  east
3834 10.477 142.6  32.500 15.98 53.0  G2  P2  4  city
3841 10.499 148.6  38.600 17.48 54.4  G2  P1  4 south
3847 10.510 152.5  38.100 16.38 52.7  G1  P1  1  west
3850 10.513 142.6  31.800 15.63 52.0  G2  P2  3  east
3865 10.554 146.3  40.400 18.87 53.0  G1  P1  2  east
3873 10.568 151.0  36.600 16.05 54.4  G1  P1  4  east
3880 10.581 141.2  33.800 16.95 53.7  G1  P1  3  east
3922 10.713 137.4  26.100 13.82 50.8  G1  P1  4 south
3924 10.715 135.2  26.500 14.49 51.3  G2  P1  2 south
3929 10.724 144.1  29.500 14.20 50.6  G1  P1  4  east
3969 10.880 148.6  36.400 16.48 54.4  G1  P1 10  east
3975 10.888 147.0  33.800 15.64 54.0  G1  P1  1 south
3988 10.945 149.0  45.600 20.53 56.1  G1  P2  4  city
3991 10.954 145.1  36.200 17.19 52.7  G2  P1 10  east
3994 10.967 137.4  29.600 15.67 50.5  G2  P1  9  west
3995 10.970 151.2  39.200 17.14 53.4  G1  P2  3  east
4000 10.992 148.5  35.300 16.00 52.7  G1  P1  3  west
4006 11.003 134.3  29.100 16.13 53.5  G1  P1  1  west
4009 11.011 148.8  44.200 19.96 55.4  G1  P2  2 north
4024 11.052 150.7  34.100 15.01 52.7  G2  P1  3 south
4059 11.126 139.6  32.700 16.77 54.3  G2  P2  4  east
4066 11.143 135.1  25.000 13.69 48.2  G1  P2  2  west
4067 11.143 148.3  41.500 18.86 53.7  G2  P2 10 south
4070 11.156 163.0  44.500 16.74 57.8  G2  P2  4 south
4072 11.159 144.5  49.700 23.80 57.2  G1  P1  4 south
4102 11.222 151.8  44.400 19.26 55.6  G1  P1  2 north
4103 11.225 154.0  37.000 15.60 52.5  G1  P1  3  west
4122 11.288 159.4  43.400 17.08 54.3  G1  P1  4  west
4173 11.446 147.9  42.200 19.29 51.4  G1  P2  3  east
4174 11.446 152.8  43.100 18.45 55.1  G1  P1  3  west
4186 11.482 148.7  37.200 16.82 52.9  G1  P1  3  east
4191 11.496 156.9  39.400 16.00 53.9  G1  P2  3  east
4210 11.545 160.2  40.800 15.89 54.8  G1  P1  4  east
4211 11.545 153.2  42.500 18.10 54.4  G1  P1  2  city
4227 11.583 154.0  39.800 16.78 54.9  G1  P1  2  east
4238 11.605 155.2  36.700 15.23 54.6  G2  P1  6 south
4240 11.611 151.0  33.800 14.82 55.0  G1  P1  5  west
4253 11.655 160.6  44.400 17.21 57.6  G2  P1  2 north
4254 11.665 152.5  38.000 16.33 53.4  G1  P1  5  east
4255 11.665 144.5  30.800 14.75 51.5  G2  P2  5  city
4266 11.690 148.0  35.200 16.07 50.9  G1  P1  2  west
4268 11.696 157.0  34.100 15.01 54.2  G1  P1  3  west
4273 11.709 144.7  35.200 16.81 52.3  G3  P5 10  east
4280 11.728 149.6  35.500 15.86 53.8  G1  P2  1 north
4293 11.759 153.2  42.800 18.23 53.4  G2  P2  2  city
4301 11.789 135.4  29.700 16.20 54.2  G2  P2  5 south
4302 11.791 152.8  43.500 18.63 54.2  G2  P1  3  city
4312 11.811 145.9  34.800 16.34 51.8  G2  P2  8  east
4318 11.827 151.0  33.000 14.47 53.0  G1  P1 15  west
4332 11.874 152.0  32.500 14.06 52.0  G1  P2  6  west
4349 11.926 156.5  44.500 18.16 53.0  G1  P1  6  west
4399 12.071 151.1  34.500 15.11 55.0  G1  P1  2  west
4457 12.232 155.5  46.300 19.14 57.0  G1  P1  2  east
4465 12.265 156.6  43.300 17.65 58.1  G3  P3 15  west
4481 12.292 145.8  39.200 18.44 54.1  G1  P1  3  west
4487 12.303 161.4  44.000 16.89 53.1  G2  P2  2  west
4501 12.342 158.1  54.900 21.96 57.6  G2  P2  4  west
4505 12.375 157.2  61.000 24.68 54.0  G1  P1  3 south
4506 12.377 149.3  38.000 17.04 55.6  G3  P5 10  west
4532 12.457 161.4  52.600 20.19 53.0  G2  P2  3 north
4552 12.501 170.5  53.400 18.36 56.4  G2  P1  6 south
4561 12.520 162.1  44.100 16.78 52.6  G2  P3  4  city
4569 12.542 160.5  49.100 19.06 54.4  G4  P5  6  west
4579 12.574 163.8  51.600 19.23 56.7  G2  P3 12  east
4585 12.583 163.3  52.600 19.72 56.2  G3  P3 15 south
4591 12.599 155.0  39.000 16.23 52.5  G2  P2  5  west
4604 12.629 163.2  46.600 17.49 56.2  G3  P3  8  west
4612 12.646 169.6  58.200 20.23 56.6  G2  P3 15  city
4646 12.741 172.0  79.500 26.87 55.0  G2  P3  8 south
4651 12.752 150.7  40.900 18.00 52.0  G4  P4 12  west
4658 12.766 167.2  50.600 18.09 56.9  G5  P2 13 south
4682 12.821 170.2  56.000 19.33 57.5  G4  P4 12  west
4721 12.933 169.5  54.800 19.07 55.7  G3  P3  8 south
4727 12.944 157.0  41.200 16.71 55.0  G2  P2  8 south
4745 12.991 148.7  31.100 14.06 51.0  G2  P2 15  east
4748 12.993 155.9  42.300 17.40 54.3  G4  P3  6  east
4750 12.996 171.5  49.700 16.89 55.6  G4  P3  8 north
4752 12.996 158.9  49.100 19.44 59.0  G3  P3 10  city
4755 13.002 156.2  34.000 13.93 52.5  G1  P1  8  east
4770 13.021 172.4  55.800 18.77 57.3  G5  P5  8 south
4809 13.108 164.0  61.700 22.94 55.3  G1  P1 10  east
4823 13.127 175.0  65.100 21.25 58.1  G2  P2  6  west
4824 13.127 180.0  57.800 17.83 55.5  G2  P4  8  east
4825 13.130 156.4  40.800 16.67 55.1  G2  P2 10  west
4840 13.171 159.3  44.000 17.33 52.5  G1  P1  8  east
4845 13.182 161.5  45.000 17.25 55.2  G1  P1 10 south
4847 13.188 168.1  53.400 18.89 57.3  G3  P2 15  east
4848 13.190 155.4  42.100 17.43 53.9  G3  P3  6 north
4887 13.275 161.2  37.000 14.23 53.6  G3  P2  4  city
4892 13.300 165.5  41.900 15.29 55.6  G2  P2  5  east
4894 13.300 147.2  32.500 14.99 52.1  G2  P2 10  city
4898 13.314 165.1  42.500 15.59 53.6  G5  P5 18  east
4916 13.374 160.0  48.100 18.78 55.0  G4  P5  6  west
4940 13.445 167.8  51.000 18.11 57.6  G4  P4 15  west
4943 13.453 156.7  39.100 15.92 53.0  G4  P3 12  west
4944 13.459 185.7  77.500 22.47 54.5  G1  P2  3  west
4959 13.486 156.2  46.600 19.09 55.6  G2  P2  2 south
4961 13.489 161.3  41.400 15.91 56.3  G3  P3 12  east
4966 13.500 161.5  60.200 23.08 56.1  G2  P2 10  city
4968 13.511 178.7  56.800 17.78 51.9  G4  P5 15  east
4972 13.519 157.5  43.900 17.69 54.9  G4  P3 20  east
4994 13.552 157.7  46.200 18.57 54.2  G2  P2  3  west
4997 13.555 159.1  45.500 17.97 54.5  G4  P4  6  city
5012 13.577 176.7  60.500 19.37 54.9  G5  P5 15  city
5023 13.604 165.0  53.500 19.65 57.7  G2  P2  2 north
5026 13.615 158.9  45.000 17.82 53.8  G3  P3 10  west
5039 13.631 179.0  54.900 17.13 53.5  G3  P4 20  east
5044 13.642 153.4  40.600 17.25 55.6  G3  P2  4 south
5047 13.656 146.9  34.700 16.07 55.1  G2  P3 15  city
5048 13.656 175.4  74.800 24.31 59.2  G4  P5 20  city
5064 13.686 168.7  46.100 16.19 55.4  G4  P4 10  east
5073 13.719 167.4  53.100 18.94 57.6  G4  P5 15  west
5085 13.749 155.5  36.500 15.09 52.9  G2  P1 12  east
5098 13.790 183.4  70.700 21.01 53.4  G5  P4 25  east
5113 13.839 162.1  44.900 17.08 52.5  G4  P3  8 north
5115 13.842 160.5  52.400 20.34 57.5  G5  P3 15  west
5126 13.883 176.2  48.100 15.49 53.9  G3  P4  8 south
5130 13.891 174.6  54.200 17.77 55.1  G4  P4 10 north
5131 13.894 161.9  47.300 18.04 51.2  G1  P3 10 south
5133 13.897 181.7  61.900 18.74 54.5  G4  P4 20  west
5147 13.924 144.8  35.100 16.74 54.2  G3  P4  8 north
5151 13.927 176.6  54.500 17.47 54.0  G5  P5 16  west
5159 13.938 156.9  50.000 20.31 54.5  G2  P2 10  west
5165 13.954 175.4  58.400 18.98 55.0  G2  P3 15  west
5166 13.963 183.4  62.500 18.58 59.5  G4  P5 12  west
5186 14.001 178.6  58.600 18.37 58.9  G3  P2 10  east
5206 14.045 170.0  54.700 18.92 52.7  G3  P4 10 south
5213 14.058 177.2  48.000 15.28 53.7  G2  P2  5  west
5219 14.069 170.6  59.200 20.34 55.1  G3  P3  8 north
5228 14.083 172.1  50.900 17.18 56.4  G4  P5  8  east
5234 14.094 169.1  54.000 18.88 55.5  G1  P4 10  city
5237 14.099 163.2  59.500 22.33 53.7  G2  P3  5 north
5247 14.121 159.2  42.700 16.84 53.6  G3  P3 10 south
5273 14.176 169.8  61.700 21.39 56.0  G4  P4 12  west
5288 14.209 170.9  54.800 18.76 53.9  G4  P4 15 south
5293 14.220 165.5  48.000 17.52 53.0  G5  P5 20  east
5326 14.297 167.4  50.000 17.84 55.1  G1  P1  4  east
5327 14.297 153.2  44.300 18.87 50.5  G2  P3 12  city
5330 14.302 173.5  65.800 21.85 59.0  G4  P6  6  west
5335 14.308 171.0  56.000 19.15 53.1  G4  P4 20 south
5343 14.332 164.1  49.100 18.23 54.9  G2  P2  8  city
5362 14.398 185.6  81.000 23.51 56.6  G5  P6 14  west
5363 14.398 156.1  43.200 17.72 56.0  G3  P4 10  west
5367 14.412 165.5  54.200 19.78 56.5  G4  P4 15  west
5369 14.414 166.5  53.900 19.44 56.7  G5  P5 20 south
5400 14.494 147.4  39.000 17.95 54.7  G1  P3  6 north
5410 14.527 160.7  52.000 20.13 65.0  G5  P5 12  west
5415 14.540 182.4  76.000 22.84 58.2  G5  P6 20  west
5416 14.543 173.7  69.500 23.03 57.3  G5  P5 12 north
5417 14.543 176.4  51.000 16.38 55.9  G5  P4  8  west
5420 14.546 167.3  61.000 21.79 55.0  G4  P2 10 south
5463 14.650 179.8  71.100 21.99 58.0  G5  P5 20  city
5471 14.666 159.8  49.000 19.18 53.9  G4  P4 15  east
5474 14.666 163.2  49.000 18.39 55.0  G4  P4 20  west
5478 14.669 182.9  57.200 17.09 56.7  G5  P5 20 south
5480 14.677 180.3  67.500 20.76 56.5  G2  P3 10  east
5496 14.721 169.1  50.700 17.73 56.3  G4  P3 10 south
5509 14.762 168.6  47.600 16.74 52.0  G4  P4 15  east
5516 14.787 168.5  54.200 19.08 55.0  G4  P3 15 south
5520 14.811 173.8  61.700 20.42 55.0  G4  P4 15 north
5522 14.811 179.0  66.500 20.75 58.1  G4  P5 25  east
5529 14.830 160.0  43.000 16.79 55.6  G3  P4  8  west
5534 14.839 178.5  49.900 15.66 56.6  G3  P3 12 south
5539 14.844 172.7  64.300 21.55 56.0  G4  P4 12 south
5542 14.852 180.9  60.200 18.39 57.3  G4  P5 12  west
5551 14.863 169.1  66.300 23.18 55.5  G5  P6 20  west
5553 14.872 175.8  61.700 19.96 56.0  G5  P6 12  west
5554 14.877 188.5  59.300 16.68 53.0  G1  P2  4 north
5557 14.885 175.3  56.000 18.22 57.6  G4  P4 20  west
5567 14.926 177.4  58.300 18.52 56.0  G5  P5 20 south
5571 14.934 156.0  60.500 24.86 56.9  G2  P3 17  east
5585 14.967 174.1  88.000 29.03 54.4  G3  P4 10  east
5594 14.984 165.8  52.300 19.02 54.6  G3  P1  8  east
5598 14.997 181.2  65.100 19.82 55.6  G4  P5 10 north
5602 15.003 188.0  91.600 25.91 59.8  G4  P4 12 south
5608 15.017 180.6  58.000 17.78 55.0  G5  P6 16  west
5610 15.025 185.5  62.700 18.22 56.4  G3  P4  8 north
5612 15.028 178.5  54.100 16.97 57.0  G5  P4 20 south
5619 15.055 172.5  64.000 21.50 56.5  G4  P4 13  west
5642 15.099 178.1  74.500 23.48 58.3  G3  P4 12  east
5654 15.129 176.9  58.600 18.72 54.3  G4  P5 20 south
5656 15.132 167.3  59.800 21.36 54.0  G3  P4 10 south
5665 15.145 177.4  57.500 18.27 55.3  G4  P4 20  east
5671 15.159 166.5  53.800 19.40 56.5  G5  P5 20  west
5675 15.162 176.8  54.800 17.53 54.3  G4  P4 15  east
5687 15.189 165.2  45.400 16.63 54.7  G5  P4 20 south
5692 15.200 175.4  54.200 17.61 56.3  G5  P5 25  east
5710 15.249 188.0  89.000 25.18 56.0  G5  P5 20  west
5714 15.266 175.2  62.500 20.36 55.2  G4  P4 15  east
5715 15.268 179.5  57.000 17.69 55.2  G4  P5 10 north
5731 15.304 175.0  63.500 20.73 58.0  G4  P4 12  city
5733 15.323 180.1  59.000 18.18 57.4  G3  P3 12  east
5746 15.359 179.2  61.700 19.21 55.2  G3  P3  6  west
5756 15.394 179.8  67.300 20.81 54.4  G5  P6 25  west
5763 15.411 173.3  54.100 18.01 58.0  G4  P4 25  east
5764 15.416 187.2  80.600 22.99 59.6  G4  P4 17 north
5769 15.427 172.8  56.700 18.98 56.0  G3  P4 15  east
5775 15.444 181.1  77.400 23.59 58.8  G5  P5 20  east
5777 15.449 165.1  45.000 16.50 55.6  G4  P4 13  west
5784 15.466 179.7  64.000 19.81 57.9  G5  P6  8  west
5789 15.474 192.2  80.200 21.71 59.3  G4  P5 20 north
5800 15.493 182.5 102.000 30.62 57.7  G5  P5 20  west
5806 15.504 172.0  52.300 17.67 56.9  G5  P5 20 south
5807 15.507 182.1  63.000 18.99 55.4  G5  P5 25 north
5813 15.520 162.5  51.500 19.50 54.5  G2  P2 10  city
5823 15.542 171.0  50.000 17.09 56.6  G2  P3  6 north
5830 15.556 183.3  61.500 18.30 53.6  G5  P5 15 north
5835 15.570 177.3  63.500 20.20 57.5  G5  P5 15  west
5856 15.622 184.1  70.500 20.80 58.4  G4  P4 15  city
5857 15.630 174.3  52.600 17.31 54.8  G3  P3 15 south
5858 15.633 186.0  67.000 19.36 53.5  G5  P6 20  east
5875 15.657 178.8  71.100 22.23 59.1  G5  P5 20 south
5879 15.663 172.7  58.600 19.64 57.1  G5  P6 15 south
5880 15.668 176.0  63.800 20.59 59.8  G5  P6 20  west
5883 15.674 176.6  56.900 18.24 56.8  G5  P5 25 south
5893 15.693 167.2  59.000 21.10 56.4  G5  P5 15  west
5897 15.704 182.8  67.100 20.08 56.6  G4  P4  6 north
5930 15.794 168.9  49.100 17.21 55.2  G5  P5 15 south
5947 15.838 177.0  63.500 20.26 58.0  G5  P6 25 south
5957 15.879 190.7  73.800 20.29 56.9  G5  P6 15  west
5958 15.882 175.9  62.900 20.32 55.0  G4  P5 20  east
5963 15.890 173.8  52.100 17.24 58.4  G5  P5 20 south
5964 15.893 168.6  56.000 19.70 54.9  G4  P5 15  city
5971 15.906 176.2  57.500 18.52 57.6  G4  P5 12  city
5975 15.912 180.0  65.200 20.12 55.0  G4  P5 12 north
5986 15.926 167.8  62.200 22.09 55.4  G4  P5 12 north
5989 15.937 185.2  56.800 16.56 56.6  G3  P3  6  west
5996 15.961 183.0  73.000 21.79 57.0  G4  P4 25 south
6005 15.989 187.8  64.800 18.37 56.8  G5  P6 13 north
6023 16.030 178.9  61.900 19.34 56.5  G3  P4 12  east
6029 16.049 186.7  70.600 20.25 56.3  G5  P5 20  east
6030 16.049 177.9  61.400 19.40 54.6  G5  P4 15  west
6033 16.062 183.9  61.500 18.18 56.0  G5  P6 15  west
6036 16.065 184.4  68.500 20.14 55.3  G5  P5 15 south
6037 16.068 186.5  70.700 20.32 57.0  G3  P5 25  west
6040 16.090 180.6  90.400 27.71 58.8  G5  P5 25 south
6047 16.109 170.8  48.500 16.62 54.7  G5  P5 20 south
6064 16.156 194.3 113.000 29.93 58.4  G3  P5  6 north
6067 16.175 193.5  70.000 18.69 54.7  G2  P3 12 north
6083 16.235 185.4  60.000 17.45 54.3  G5  P5 20 south
6085 16.246 183.5  76.000 22.57 55.9  G5  P5 25  west
6089 16.262 176.8  57.800 18.49 55.8  G4  P5 20 south
6090 16.268 170.0  66.000 22.83 57.0  G5  P5 12  city
6092 16.273 177.9  57.000 18.01 56.0  G5  P5 25  west
6117 16.355 171.0  59.100 20.21 58.0  G4  P4 20 south
6119 16.364 183.1  60.400 18.01 56.5  G4  P5 15  west
6131 16.399 184.4  84.500 24.85 58.2  G4  P5 15 north
6132 16.402 173.6  54.500 18.08 54.0  G5  P4 25 south
6138 16.427 195.5  69.000 18.05 56.0  G5  P6 25 south
6141 16.435 175.1  64.500 21.03 58.2  G5  P5 25 south
6144 16.443 190.5  60.500 16.67 57.0  G5  P5 20  city
6166 16.492 188.0  62.500 17.68 57.5  G5  P5 25 south
6182 16.536 185.3  83.000 24.17 56.8  G4  P5  8  west
6185 16.544 178.0  65.700 20.73 58.0  G5  P6 15  west
6187 16.547 181.8  72.000 21.78 57.2  G5  P5 20  city
6209 16.605 183.1  70.200 20.93 55.8  G4  P5 12 north
6214 16.616 170.5  47.600 16.37 55.2  G5  P5 20 south
6249 16.714 181.1  59.300 18.08 56.7  G4  P6 14  east
6251 16.717 180.2  66.400 20.44 56.4  G5  P5 20  west
6253 16.720 192.8  88.300 23.75 57.8  G5  P5 25  city
6262 16.741 189.8  70.300 19.51 59.2  G4  P5 20 north
6283 16.807 184.3  77.000 22.66 60.3  G5  P6 20  west
6311 16.900 190.2  69.400 19.18 55.7  G5  P5  8 north
6315 16.903 176.7  65.500 20.97 53.0  G5  P5 20  west
6333 16.939 173.4  54.600 18.15 56.0  G5  P5 20  west
6343 16.966 182.4  63.700 19.14 56.1  G5  P6 15  west
6361 16.999 179.0  68.100 21.25 56.0  G5  P6 25  east
6372 17.018 183.0  65.500 19.55 57.4  G5  P5 20 south
6375 17.023 165.2  56.200 20.59 56.7  G4  P5 15  city
6386 17.056 184.0  67.000 19.78 58.5  G5  P6 15 south
6416 17.117 183.2  69.300 20.64 56.5  G5  P6 25  west
6439 17.204 177.5  66.000 20.94 50.5  G5  P5 25 south
6480 17.327 170.5  75.000 25.79 56.2  G2  P4  5 north
6482 17.333 180.3  76.800 23.62 60.5  G5  P6 20  east
6483 17.336 183.9  66.300 19.60 56.9  G4  P4 20  east
6486 17.347 180.5  76.000 23.32 56.5  G4  P4 20  east
6502 17.374 174.5  70.100 23.02 58.7  G5  P5 20  east
6522 17.426 183.2  57.900 17.25 57.3  G5  P5 25 north
6523 17.429 195.5  74.500 19.49 58.0  G5  P6 15  west
6525 17.431 182.0  65.000 19.62 56.5  G5  P5 25  west
6528 17.440 171.4  71.700 24.40 58.7  G4  P5 20  east
6534 17.464 185.0  67.000 19.57 59.5  G4  P5 25  west
6539 17.467 173.6  55.500 18.41 55.7  G4  P4 10 north
6547 17.483 182.4  71.000 21.34 59.0  G5  P6 20  east
6562 17.544 164.3  64.000 23.70 56.5  G5  P6 15  west
6566 17.555 190.0  97.000 26.86 59.0  G5  P5 25 south
6567 17.560 186.5  71.200 20.47 57.3  G5  P6 20  west
6568 17.560 164.3  56.400 20.89 57.0  G5  P6 25  west
6569 17.571 187.1  78.500 22.42 50.5  G5  P6 20  east
6573 17.579 181.6  66.000 20.01 55.5  G4  P5 15  city
6583 17.604 168.6  64.500 22.69 57.7  G5  P6 15 south
6611 17.678 176.4  72.800 23.39 56.6  G5  P5 14 north
6614 17.681 164.9  64.100 23.57 60.2  G3  P5 10 south
6617 17.694 195.7  80.000 20.88 59.4  G5  P6 12 north
6633 17.730 172.5  70.000 23.52 57.5  G5  P6 20  east
6641 17.749 174.0  94.900 31.34 56.3  G5  P5 25  west
6647 17.757 196.2  81.000 21.04 59.7  G5  P6 15  west
6685 17.911 183.6  61.000 18.09 56.8  G3  P3 15  east
6686 17.911 181.2  86.800 26.43 58.3  G5  P5 15 north
6693 17.938 180.3  83.000 25.53 55.4  G5  P4 20  west
6700 17.957 172.2  64.500 21.75 56.3  G5  P6 20  west
6724 18.039 187.1  87.700 25.05 58.8  G5  P6 25 south
6744 18.094 170.0  51.000 17.64 57.0  G5  P5 20 south
6754 18.119 187.6  70.600 20.06 58.3  G5  P6 15  west
6756 18.121 171.6  58.400 19.83 57.1  G5  P6 15 south
6782 18.209 177.9  63.400 20.03 58.2  G4  P5 15 south
6789 18.220 187.4  79.000 22.49 58.4  G5  P6 25 south
6829 18.343 180.7  80.000 24.50 60.3  G5  P6 25  west
6831 18.349 193.6  69.200 18.46 58.8  G5  P6 25  east
6844 18.406 180.5  81.000 24.86 55.8  G4  P5 15 north
6857 18.450 181.7  62.500 18.93 55.7  G5  P6 20  west
6858 18.453 170.5  53.500 18.40 55.3  G5  P5 20  city
6862 18.458 178.2  62.400 19.65 58.5  G4  P5 25  west
6878 18.507 193.5  92.000 24.57 59.0  G5  P6 20 north
6886 18.532 186.5  67.300 19.34 58.2  G3  P4 15 south
6892 18.551 193.0  71.700 19.24 56.9  G4  P6 12 south
6916 18.606 172.4  57.200 19.24 55.2  G5  P6 25 south
6923 18.617 188.0  61.900 17.51 55.5  G5  P5 20 south
6937 18.655 189.0  60.000 16.79 56.0  G5  P6 20  east
6943 18.677 196.7  75.000 19.38 58.6  G4  P5 20 north
6961 18.735 191.5  79.000 21.54 59.0  G5  P4 25 south
6963 18.737 191.0  81.300 22.28 60.0  G5  P6 25  east
6964 18.743 192.0  99.000 26.85 59.5  G5  P6 25  east
6965 18.743 179.6  61.000 18.91 55.9  G5  P6 25  west
6973 18.762 181.5  79.900 24.25 56.9  G5  P6 15 south
6975 18.765 180.2  74.600 22.97 58.4  G5  P6 20  west
6977 18.773 189.4  69.600 19.40 55.6  G5  P6 20  west
6981 18.792 174.8  56.000 18.32 53.9  G5  P6 15  west
7001 18.850 179.8  62.600 19.36 55.9  G4  P6 25  city
7023 18.929 188.8  75.800 21.26 57.3  G5  P6 20 north
7032 18.959 185.1  76.200 22.24 56.1  G5  P6 16 north
7047 19.011 180.3  77.500 23.84 58.5  G5  P6 20 north
7055 19.028 187.1  77.800 22.22 57.9  G5  P6 20 north
7062 19.049 176.9  65.200 20.83 54.9  G5  P6 20 south
7064 19.052 180.5  77.000 23.63 57.0  G5  P5 25  west
7066 19.060 180.8  93.800 28.69 55.8  G4  P5 15 south
7068 19.063 175.0  72.400 23.64 58.0  G5  P6 25 south
7073 19.077 182.7  70.000 20.97 56.4  G5  P5 25  west
7083 19.099 198.0  80.000 20.40 57.0  G5  P6 25  east
7088 19.104 186.1  72.500 20.93 58.7  G5  P6 20 south
7101 19.148 186.5  71.900 20.67 59.5  G5  P5 20  west
7122 19.227 180.0  66.600 20.55 55.5  G5  P5 20  west
7132 19.282 185.2  71.500 20.84 57.8  G5  P6 25 south
7135 19.290 180.9  94.400 28.84 58.6  G5  P6 20 south
7141 19.310 177.1  60.100 19.16 57.8  G5  P6 20 south
7152 19.367 178.0  78.100 24.64 57.2  G5  P5 25  west
7160 19.405 173.8  59.300 19.63 55.8  G5  P6 25  west
7161 19.408 192.7 100.100 26.95 58.2  G5  P5 25  east
7173 19.471 191.0  87.100 23.87 58.4  G4  P6 15 north
7184 19.501 186.8  78.500 22.49 57.9  G5  P5 20 north
7187 19.512 182.5  63.000 18.91 56.5  G5  P5 25  west
7192 19.526 182.8  73.000 20.67 57.0  G5  P6 20  west
7200 19.575 195.0  88.900 23.37 60.0  G5  P6 25  west
7218 19.630 181.0  65.100 19.87 54.2  G5  P6 25  west
7221 19.633 182.1  75.000 22.61 57.4  G5  P6 25  west
7234 19.671 179.0  78.000 24.34 57.0  G5  P6 25  east
7240 19.707 172.5  70.600 23.72 55.9  G5  P6 20  east
7247 19.739 177.0  65.500 20.90 56.1  G5  P6 20  west
7257 19.778 178.2  62.500 19.68 57.8  G5  P6 20 south
7278 19.868 186.0  76.100 21.99 55.5  G5  P6 20  west
7293 19.926 192.3 117.400 31.74 57.6  G5  P6 18 north
7297 19.934 181.8  76.200 23.05 58.8  G5  P6 20  east
7300 19.942 193.1  93.600 25.10 60.0  G5  P5 25  city
7308 19.978 189.5  88.100 24.53 56.7  G5  P6 20  west
7319 20.010 170.0  68.800 23.80 55.5  G5  P6 25  east
7328 20.030 178.6  71.000 22.25 57.2  G5  P5 25  city
7329 20.032 184.0  73.000 21.56 56.0  G5  P5 25 north
7362 20.117 188.7  89.400 25.10 58.1  G5  P6 25  east
7396 20.281 185.1  81.100 23.67 58.8  G5  P6 20 south
7405 20.323 182.5  69.000 20.71 59.0  G5  P6 25 north
7410 20.372 188.7  59.800 16.79 55.2  G5  P6 25  west
7418 20.429 181.1  67.200 20.48 56.6  G5  P5 15 north
7444 20.761 189.1  88.000 24.60 55.5  G5  P6 25  west
7447 20.780 193.5  75.400 20.13 59.5  G5  P6 25  west
7451 20.813 189.0  78.000 21.83 59.9  G5  P6 20 north
7475 21.177 181.8  76.500 23.14 53.0  G5  P6 25  east

$`2`
        age   hgt     wgt   bmi   hc gen phb tv   reg
3     0.035  50.1   3.650 14.54 33.7  G2  P2  1 south
4     0.038  53.5   3.370 11.77 35.0  G2  P3  2 south
18    0.057  50.0   3.140 12.56 35.2  G2  P3  2 south
23    0.060  54.5   4.270 14.37 36.7  G2  P2  3 south
28    0.062  57.5   5.030 15.21 37.3  G1  P2  2 south
36    0.068  55.5   4.655 15.11 37.0  G2  P2  2 south
37    0.068  52.5   3.810 13.82 34.9  G2  P2  2 south
38    0.071  53.0   3.890 13.84 35.8  G1  P1  3  west
39    0.071  55.1   3.880 12.77 36.8  G4  P5  2  west
43    0.073  54.5   4.200 14.14 38.0  G1  P2  2  east
53    0.076  58.5   5.920 17.29 40.5  G1  P1  1  west
60    0.079  55.0   4.430 14.64 38.0  G2  P2  1  east
62    0.079  58.5   5.745 16.78 38.5  G1  P2  3  city
75    0.082  59.5   5.100 14.40 39.1  G1  P1  2  west
85    0.084  52.5   4.120 14.94 37.3  G1  P1  2  west
93    0.084  54.0   4.500 15.43 37.0  G1  P2  2 south
99    0.087  59.5   5.130 14.49 38.0  G3  P4  6  west
103   0.087  57.3   4.540 15.76 39.0  G1  P2  3  west
113   0.090  55.7   4.070 13.11 36.6  G2  P3  3  east
127   0.093  56.0   5.410 17.25 40.0  G1  P1  2 north
138   0.093  56.0   4.800 15.30 38.0  G1  P1  1  west
140   0.093  53.5   4.150 14.49 39.0  G3  P3  2  west
159   0.098  55.4   4.350 14.17 38.1  G2  P3  3  west
167   0.101  55.8   5.060 16.25 38.5  G1  P1  3  east
177   0.104  54.0   4.230 14.50 38.1  G2  P2  2 south
184   0.109  58.0   5.520 16.40 38.2  G1  P2  2  west
189   0.112  59.0   4.820 13.84 38.0  G3  P4  2  west
198   0.117  57.0   5.260 16.18 40.0  G1  P2  2 north
201   0.117  54.9   4.450 14.76 37.5  G1  P1  1 south
207   0.123  62.0   5.420 14.09 40.5  G1  P3  1  west
217   0.128  58.0   5.000 14.86 38.8  G1  P1  2 south
226   0.134  58.5   4.950 14.46 40.0  G3  P5  3  west
238   0.142  58.0   5.220 15.51 40.1  G3  P2  1 north
240   0.142  57.3   5.090 15.50 39.7  G1  P2  3  east
248   0.147  57.3   4.950 15.07 36.8  G1  P2  2 north
251   0.147  57.0   5.170 15.91 40.2  G1  P1  2  city
253   0.147  58.0   5.120 15.21 38.5  G2  P3  2  west
258   0.150  56.0   5.260 16.77 40.5  G1  P1  1  west
270   0.153  57.5   4.950 14.97 39.2  G1  P2  2  west
272   0.153  60.6   5.475 14.90 40.3  G1  P2  1 south
273   0.153  64.0   6.260 15.28 49.2  G2  P2  2 south
284   0.158  60.5   5.750 15.70 39.5  G3  P3  2  west
304   0.164  59.9   5.070 14.13 39.8  G1  P1  2 south
310   0.164  55.0   3.730 12.33 37.8  G5  P5 15  west
317   0.167  59.0   5.080 14.59 39.8  G1  P2  2  west
328   0.169  60.3   4.990 13.72 40.3  G1  P2  2  city
336   0.172  59.0   5.310 15.25 38.0  G2  P2  2  west
337   0.172  58.5   5.080 14.84 38.5  G1  P2  2  city
345   0.172  60.0   5.090 14.13 39.0  G2  P3  3  west
349   0.172  57.5   4.660 14.09 36.2  G1  P2  2 south
365   0.177  61.5   6.680 17.66 42.0  G1  P1  2  west
366   0.177  57.5   5.000 16.18 40.4  G1  P1  2  west
399   0.188  58.5   6.030 17.61 41.5  G1  P2  2  east
416   0.191  61.8   5.560 14.55 39.9  G2  P4  2  west
418   0.191  56.9   4.140 12.78 35.7  G2  P2  2 south
431   0.197  58.0   4.550 13.52 38.3  G3  P4  2 south
432   0.197  56.0   4.480 14.28 38.3  G2  P2  3 south
434   0.199  61.0   5.830 15.66 39.9  G1  P1  2  east
438   0.202  60.0   4.790 13.30 38.2  G1  P2  1  west
463   0.224  62.5   6.310 16.15 40.3  G1  P1  2  east
489   0.243  62.5   5.580 14.28 42.0  G1  P3  2  west
495   0.246  60.4   5.900 16.17 40.9  G2  P1  2  east
511   0.249  65.5   7.155 16.67 42.4  G1  P1  3 south
514   0.251  63.2   5.670 14.19 42.2  G2  P2  2  east
520   0.251  60.0   6.495 18.04 38.5  G1  P2  1  city
525   0.251  57.6   5.870 17.69 42.2  G2  P2  1 south
532   0.254  65.5   6.720 15.66 42.2  G1  P1  1  city
543   0.257  61.6   6.920 18.23 39.6  G1  P1  1  east
552   0.257  59.0   6.260 17.98 43.0  G1  P1  2  city
553   0.257  63.0   7.380 18.59 41.5  G1  P1  2  west
555   0.257  60.0   5.740 15.94 39.5  G3  P2  3  west
571   0.260  58.0   4.930 14.65 38.8  G1  P1  3  west
577   0.262  61.0   6.200 16.66 40.6  G1  P1  2  east
599   0.268  59.5   5.530 15.62 41.0  G1  P2  2  west
607   0.271  61.5   6.170 16.31 41.0  G2  P2  2  west
608   0.271  60.5   6.360 17.37 41.6  G1  P1  2  city
623   0.276  63.0   6.140 15.46 41.0  G1  P2  2  west
625   0.276  64.0   6.740 16.45 40.9  G1  P1  3 south
627   0.279  58.2   5.050 14.90 41.0  G4  P4  2  east
648   0.295  61.5   6.540 17.29 43.0  G2  P2  2  city
654   0.314  63.0   7.380 18.59 41.8  G2  P2  1  west
666   0.334  66.5   7.190 16.25 43.6  G3  P2  2  city
670   0.339  66.7   7.090 15.93 43.0  G2  P1  2  west
693   0.380  64.0   7.100 17.33 43.0  G1  P1  2 south
698   0.396  67.5   7.930 17.40 42.3  G1  P1  2 south
705   0.402  62.1   6.200 16.07 42.2  G1  P1  2 south
706   0.405  64.0   7.950 19.40 44.0  G1  P1  2  city
707   0.405  67.5   7.660 16.81 44.4  G2  P2  3  west
745   0.465  64.5   6.950 16.70 43.4  G1  P1  2 south
755   0.481  67.5   8.650 18.98 44.8  G1  P1  2  west
770   0.495  68.0   8.600 18.59 46.0  G1  P1  1  east
795   0.511  67.1   7.100 15.76 42.5  G1  P2  2  east
798   0.511  69.5   8.300 17.18 44.5  G1  P1  2  west
800   0.511  69.0   7.275 15.28 43.0  G1  P1  2 south
804   0.514  68.5   7.030 14.98 43.2  G1  P1  2  west
818   0.522  67.8   7.810 16.98 43.0  G1  P1  2  west
849   0.547  71.0   9.210 18.27 43.1  G1  P1  3 south
850   0.550  67.0   7.215 16.07 43.4  G1  P1  1  city
851   0.555  67.1   7.785 17.29 44.5  G1  P1  1  city
856   0.561  69.5   8.860 18.34 45.5  G1  P1  1  west
873   0.594  70.8   8.970 17.89 45.2  G1  P1  1 north
890   0.626  70.0   9.230 18.83 46.5  G1  P1  1  west
902   0.654  71.0   7.960 15.79 45.0  G1  P1  1  west
911   0.673  71.0   9.000 17.85 46.5  G1  P1  2 north
919   0.689  73.0   7.740 14.52 42.0  G1  P1  3  city
926   0.703  68.0   7.660 16.56 44.1  G2  P1  2  city
929   0.706  73.0   9.300 17.45 46.3  G1  P1  2 south
934   0.714  76.1  10.910 18.83 45.0  G1  P1  2  city
936   0.717  67.5   8.140 17.86 45.2  G1  P1  2  west
948   0.731  70.9   8.620 17.14 46.4  G1  P1  2 south
964   0.739  74.0   8.640 15.77 44.1  G1  P1  2  west
1001  0.758  74.0  10.090 18.42 47.2  G1  P1  3  east
1006  0.761  71.0   9.020 17.89 46.3  G1  P1  2  east
1020  0.769  69.0   9.400 19.74 46.6  G1  P1  1  east
1031  0.777  75.0   9.425 16.75 45.5  G1  P1  2  city
1042  0.783  72.0   8.800 16.97 47.5  G1  P1  2 south
1046  0.788  76.0  10.016 17.34 50.5  G1  P1  3  city
1054  0.796  69.8   7.590 15.57 47.5  G2  P1  1  west
1062  0.804  74.0   9.050 16.52 45.0  G1  P2  3  west
1063  0.807  74.2   9.540 17.32 46.4  G1  P1  2  east
1065  0.807  76.2   9.960 17.15 45.8  G1  P1  2  east
1066  0.810  75.0   9.620 17.10 46.5  G1  P1  2  west
1079  0.829  64.0   6.900 16.84 44.0  G1  P2  3  west
1118  0.911  76.7  10.330 17.55 45.4  G2  P2  1 south
1120  0.917  74.5  10.390 18.71 44.5  G1  P1  2  west
1121  0.917  72.8   9.130 17.22 45.7  G2  P1  2 south
1122  0.919  75.0   9.840 17.49 46.8  G1  P1  2  east
1123  0.919  78.5  11.700 18.98 47.7  G1  P1  2  west
1128  0.925  78.0   9.660 15.87 46.2  G1  P1  2 south
1150  0.950  74.0   9.575 17.48 48.0  G1  P1  2  east
1154  0.950  76.0  10.620 18.38 48.2  G1  P1  2 south
1170  0.960  73.5   8.740 16.17 44.5  G1  P1  1  west
1177  0.969  84.0  11.470 16.25 49.0  G1  P1  3  west
1188  0.977  78.3  11.040 18.00 47.0  G1  P1  1  city
1209  0.991  72.5  10.220 19.44 47.5  G2  P1  3 south
1212  0.996  77.1  10.390 17.47 47.1  G2  P1  3 north
1226  1.004  77.5  10.110 16.83 46.0  G1  P1  2  west
1232  1.007  74.0   9.250 16.89 47.5  G1  P1  2  east
1253  1.021  68.0   6.945 15.01 46.3  G2  P3  2  east
1257  1.021  77.5  10.700 17.81 46.5  G1  P1  2  west
1278  1.040  77.5   9.300 15.48 46.3  G1  P2  1 north
1285  1.048  79.5  11.270 17.83 49.0  G1  P1  2  west
1299  1.062  74.1  10.560 19.23 47.5  G2  P1  2  city
1301  1.062  81.2  11.940 18.10 46.6  G1  P1  2  east
1314  1.086  74.5   8.920 16.07 45.1  G1  P1  3  west
1331  1.138  77.0   8.880 14.97 46.0  G1  P1  2 south
1349  1.171  77.0  10.910 18.40 45.9  G1  P1  2  east
1363  1.182  78.6   9.410 15.23 47.5  G3  P2  3  city
1372  1.188  81.0  13.190 20.10 49.9  G2  P1  3  west
1377  1.190  78.5   9.840 15.96 46.2  G1  P1  1 south
1384  1.193  76.5   9.960 17.01 47.0  G1  P1  1 south
1395  1.201  75.2  10.090 17.84 49.0  G1  P1  2 south
1398  1.204  77.5  11.700 19.47 46.6  G1  P1  2 south
1409  1.210  78.0  10.150 16.68 49.5  G1  P1  2  city
1414  1.212  80.0  11.080 17.31 49.3  G1  P1  2  west
1415  1.212  79.0  10.220 16.37 48.1  G1  P1  2  west
1423  1.215  78.5  10.085 16.36 47.0  G1  P1  2 south
1439  1.229  82.9  10.860 15.80 48.5  G1  P1  3  east
1450  1.237  77.5   9.230 15.36 46.5  G1  P1  2 south
1456  1.240  83.0  12.500 18.14 48.5  G2  P2  2 south
1463  1.242  76.0  10.100 17.48 46.6  G3  P2  2  city
1466  1.242  76.2  10.280 17.70 47.5  G1  P1  2 south
1468  1.245  81.0  12.000 18.28 48.2  G1  P1  2  east
1473  1.248  82.7  12.100 17.69 48.3  G1  P1  3  east
1489  1.262  81.1  10.720 16.29 49.2  G1  P1  2  east
1507  1.284  82.0   9.980 14.84 48.0  G1  P1  3  east
1511  1.292  79.0  10.700 17.14 47.3  G1  P1  2 north
1519  1.300  80.0  10.440 16.31 48.7  G2  P1  2  east
1522  1.305  82.5  11.100 16.30 50.5  G1  P1  2  west
1524  1.308  81.0  10.410 15.86 47.3  G1  P1  2  city
1526  1.311  78.5  10.230 16.60 45.6  G1  P1  1 south
1579  1.426  77.2   9.800 16.44 46.0  G1  P1  2 south
1594  1.456  87.5  13.000 16.97 48.1  G2  P1  2 south
1617  1.481  81.1  12.040 17.49 47.5  G1  P1  2 north
1618  1.481  78.7  10.385 16.76 47.6  G1  P1  2  east
1620  1.486  80.5  11.700 18.05 48.0  G1  P1  2  west
1628  1.492  84.0  11.900 16.86 47.9  G1  P1  3  east
1632  1.494  82.0  11.500 17.15 47.0  G1  P1  2  west
1661  1.514  84.5  12.300 17.22 50.0  G1  P1  3  west
1664  1.514  80.0  10.100 15.78 47.0  G1  P1  2  west
1676  1.522  77.5   9.200 15.31 48.5  G1  P2  2  west
1681  1.527  86.5  12.490 16.69 50.7  G1  P1  2  east
1684  1.530  80.0  10.785 16.85 46.1  G1  P1  2 north
1687  1.530  81.2  12.400 18.28 47.7  G2  P1  2  west
1695  1.535  81.0   9.850 15.01 47.7  G2  P1  3  west
1710  1.552  85.0  11.970 16.56 50.0  G1  P1  2  west
1732  1.579  85.5  11.300 15.45 46.3  G1  P1  2  west
1737  1.582  85.2  14.200 19.56 48.6  G1  P1  2  west
1739  1.585  88.5  11.700 16.68 48.0  G1  P2  2  west
1756  1.598  85.5  12.700 17.37 49.2  G2  P2  1 south
1792  1.675  79.0  11.000 17.69 47.2  G1  P1  1  west
1805  1.697  72.0  14.400 19.82 48.1  G1  P1  3  city
1840  1.752  81.5   9.700 14.60 47.0  G1  P1  2  east
1873  1.785  86.5  12.300 16.43 47.1  G1  P1  1 south
1876  1.790  90.2  14.500 17.82 51.2  G1  P1  2  east
1877  1.793  86.0  13.400 18.11 47.0  G3  P1  2 north
1882  1.798  81.8  10.535 15.74 46.7  G1  P1  2 north
1887  1.801  85.3  11.450 15.73 49.0  G1  P1  2 south
1903  1.826  83.7  10.610 15.14 46.5  G2  P2  2  west
1916  1.839  94.2  12.300 16.78 49.3  G1  P1  3 south
1926  1.845  88.0  12.200 15.75 48.8  G1  P1  2 south
1927  1.848  82.0  13.200 17.97 50.0  G2  P1  3 north
1932  1.853  90.2  14.050 17.26 51.5  G1  P1  2  city
1936  1.859  85.5  12.800 17.50 48.5  G1  P1  1 south
1940  1.867  88.4  15.000 18.38 49.3  G1  P1  3 south
1947  1.878  87.5  11.300 14.75 49.5  G2  P1  1  west
1969  1.911  80.0  12.400 18.98 50.2  G2  P2  1 south
1979  1.938  53.5  15.200 18.22 33.7  G4  P5  4  city
1983  1.941  87.0  12.900 17.04 50.5  G2  P1  3  west
1990  1.957  87.5  13.400 18.28 50.0  G1  P1  3  west
1991  1.960 104.2  11.000 12.77 49.7  G1  P1  1  east
2000  1.973  81.1  12.300 17.82 48.9  G2  P1  1 south
2008  1.979  89.0  12.100 15.27 49.5  G2  P2  2 south
2009  1.979  81.8  11.600 16.56 49.1  G1  P1  2 south
2018  1.990  81.1  12.900 19.74 48.7  G1  P1  2  east
2020  1.993  93.1  13.800 15.92 49.3  G1  P1  3  east
2044  2.020  88.3  13.000 16.67 50.0  G1  P1  1 north
2071  2.045  92.2  14.600 17.17 49.3  G1  P1  1  west
2076  2.050  85.7  12.700 17.29 46.3  G1  P1  2 south
2104  2.088  90.2  13.000 15.97 48.5  G1  P1  3  city
2113  2.113  94.2  14.800 16.67 49.8  G1  P1  2 south
2122  2.127  90.5  12.000 14.65 49.1  G1  P1  2  west
2125  2.132  90.2  13.000 15.97 49.5  G1  P1  2  west
2139  2.157  93.9  13.700 15.53 47.6  G1  P1  2 south
2144  2.168  91.2  11.500 13.82 48.6  G4  P3  3 south
2148  2.173  91.2  14.700 17.67 51.1  G1  P1  2  west
2154  2.182  88.4  14.000 17.91 51.1  G1  P1  3 south
2162  2.190  96.5  13.800 14.81 48.7  G1  P1  3  east
2168  2.198  94.2  14.980 16.88 51.0  G1  P1  2 north
2174  2.209  91.7  13.700 16.29 48.1  G1  P1  2  east
2180  2.228  91.6  12.800 15.25 47.6  G1  P1  2 south
2186  2.264  89.0  13.900 17.54 51.4  G2  P1  2  west
2220  2.381  91.5  11.500 13.73 49.9  G1  P1  2 south
2227  2.412  96.2  15.000 16.20 49.9  G1  P1  2 south
2242  2.455  92.5  15.200 17.76 50.0  G1  P1  3  west
2249  2.458  92.0  15.600 18.43 51.0  G2  P1  1 south
2269  2.491  88.5  11.200 14.29 48.8  G1  P2  2  east
2277  2.502  91.1  15.800 19.03 49.7  G2  P1  3 south
2280  2.507  97.2  16.900 17.88 52.2  G1  P1  2  east
2289  2.524 100.4  19.400 19.24 53.2  G1  P2  1  east
2306  2.559  95.0  12.500 13.85 51.4  G1  P1  2  west
2313  2.576  86.0  10.700 14.46 49.5  G1  P1  2 north
2337  2.622 100.0  15.800 15.80 52.0  G1  P1  2  west
2338  2.625  99.0  16.500 16.83 53.0  G1  P1  1  west
2355  2.672  97.9  16.100 16.79 51.6  G2  P1  2 south
2366  2.715  91.0  13.800 16.66 51.0  G1  P1  1  east
2414  2.866  94.0  16.000 18.10 50.0  G1  P1  2  east
2418  2.872  95.2  14.400 15.88 49.8  G2  P1  2 south
2419  2.874  95.0  14.000 15.51 49.5  G1  P1  3 south
2423  2.885  91.4  14.800 17.71 49.0  G2  P2  2  east
2436  2.913  96.5  14.500 15.57 46.2  G1  P1  2 south
2448  2.929  95.3  13.500 14.86 51.2  G1  P1  2 north
2457  2.956 102.0  18.400 17.68 51.8  G1  P1  2  west
2476  2.981 100.5  15.200 15.04 50.2  G1  P1  2  east
2484  2.989  95.5  15.700 17.21 49.7  G1  P1  2  west
2519  3.041  94.5  14.700 16.46 52.0  G2  P1  1 south
2522  3.047  94.0  13.800 15.61 49.3  G1  P2  3 south
2531  3.058  92.6  12.800 14.92 49.3  G2  P1  2  west
2532  3.058  97.8  14.200 14.84 47.9  G2  P1  2 south
2535  3.060 102.3  16.600 15.86 50.4  G1  P1  1  east
2538  3.066  97.1  15.400 16.33 50.0  G1  P1  3  west
2540  3.069 104.9  17.600 15.99 51.0  G1  P1  2  east
2552  3.093  98.7  14.800 15.19 50.7  G1  P1  1 south
2553  3.093  99.6  15.300 15.42 52.2  G2  P1  3 south
2555  3.099  99.5  13.600 13.73 49.6  G1  P1  2  city
2561  3.107 103.5  16.200 15.12 52.0  G1  P1  1 south
2565  3.115 100.0  16.000 16.00 49.7  G1  P1  1 south
2583  3.184 100.0  15.500 15.50 50.3  G1  P1  2 north
2609  3.304 108.0  17.500 15.00 53.4  G1  P1  2 north
2616  3.342 100.5  18.100 17.92 51.3  G2  P1  2  west
2626  3.408  99.5  15.000 15.15 52.2  G1  P1  1  west
2632  3.433  99.0  17.000 17.34 53.0  G1  P1  2  city
2651  3.583 101.0  15.900 15.58 49.0  G1  P1  3  west
2663  3.701 105.1  17.800 16.11 52.1  G1  P1  1  west
2664  3.707  98.0  14.900 15.51 49.7  G1  P1  3  west
2667  3.720 105.8  19.000 16.97 51.7  G1  P1  2  east
2673  3.731 104.0  16.900 15.62 53.1  G1  P1  2  east
2678  3.745 106.0  16.000 14.23 53.5  G2  P2  2  east
2680  3.748 106.5  18.600 16.39 50.2  G1  P1  2  east
2685  3.750 106.0  17.700 15.75 50.5  G1  P1  2  west
2689  3.761 111.1  19.000 15.39 51.8  G1  P1  3  east
2713  3.827  99.0  14.500 14.79 52.3  G2  P1  1  city
2740  3.890 104.2  17.100 15.74 51.2  G1  P1  2  east
2748  3.912 108.1  21.000 17.97 52.5  G3  P2  2 south
2772  3.956 107.0  18.300 15.98 53.4  G1  P1  2  west
2777  3.964 104.7  14.600 13.31 47.6  G2  P1  2 south
2792  4.013 105.2  16.000 14.45 49.0  G2  P2  2 south
2811  4.046 104.5  16.350 14.97 50.0  G1  P1  3 south
2829  4.197 108.0  18.000 15.43 51.0  G1  P1  2 north
2841  4.295 106.5  17.200 15.16 49.2  G1  P1  2 south
2850  4.383 106.3  19.600 17.34 50.3  G1  P1  2 south
2874  5.196 111.1  20.900 16.93 54.0  G1  P1  1  east
2883  5.286 128.7  30.600 18.47 55.0  G1  P1  2  east
2885  5.292 109.3  19.600 16.40 52.4  G1  P1  2 south
2891  5.333 112.9  19.100 14.98 53.0  G2  P1  2 south
2892  5.338 123.0  28.100 18.57 52.5  G1  P1  2  city
2932  5.533 116.3  20.200 14.93 50.0  G1  P1  2  west
2957  5.626 119.1  23.600 16.63 53.8  G1  P1  2  east
2959  5.637 128.7  28.400 17.14 54.2  G1  P1  2  east
2977  5.782 124.8  25.100 16.11 53.8  G1  P1  2 north
2978  5.782 119.6  21.500 15.03 53.0  G1  P1  2  west
2984  5.820 111.1   9.400 13.69 54.4  G2  P1  2  west
2985  5.837 117.3  20.300 14.75 54.4  G1  P2  2  east
2996  5.935 119.1  19.500 13.74 51.6  G1  P1  2  west
3005  6.017 128.1  27.800 16.94 53.3  G1  P1  2 south
3018  6.113 124.6  27.000 17.39 51.5  G1  P1  3  west
3058  6.819 121.1  21.500 14.66 51.5  G4  P3 15  west
3060  6.841 125.7  31.200 19.74 54.1  G1  P1  2  west
3075  7.041 130.5  27.000 15.85 55.0  G1  P1  2  city
3083  7.170 133.4  27.500 15.45 51.0  G2  P1  2  east
3088  7.252 118.8  21.100 14.95 49.2  G1  P1  2  east
3106  7.389 127.5  25.900 15.93 52.3  G1  P1  3  east
3107  7.394 135.9  45.300 24.52 52.8  G1  P1  2 south
3111  7.419 131.0  27.500 16.02 53.8  G2  P1  6 south
3131  7.501 132.5  26.500 15.09 52.5  G1  P1  3  east
3145  7.540 138.0  31.000 16.27 50.5  G1  P1  1 north
3161  7.600 148.5  35.500 16.09 53.6  G1  P1  2  city
3165  7.613 122.5  24.500 16.32 50.0  G2  P1  4  west
3179  7.709 132.0  34.600 19.85 55.2  G2  P1  6 south
3191  7.813 140.2  30.900 15.72 56.5  G1  P1  2  east
3196  7.849 132.1  42.500 24.35 55.2  G1  P1  2  city
3199  7.885 133.7  29.400 16.44 53.6  G2  P1  1  west
3209  7.964 132.8  27.000 15.30 49.5  G4  P3 15  west
3277  8.832 134.5  31.200 17.24 53.4  G1  P1  2  east
3279  8.859 124.8  31.000 19.90 51.6  G1  P1  1 north
3283  8.867 145.0  38.200 18.16 54.8  G2  P1  2 south
3296  8.908 137.8  30.000 15.79 54.7  G1  P1  2 south
3300  8.925 140.2  37.200 18.92 55.9  G2  P2  1 south
3315  8.977 123.0  24.900 16.45 53.8  G2  P2  3 south
3321  8.999 136.3  26.900 14.47 53.4  G1  P1  4  east
3323  9.004 151.2  48.200 21.08 50.5  G2  P1  2  west
3327  9.021 141.4  29.400 14.70 53.9  G1  P1  2  east
3329  9.021 132.7  30.000 17.03 53.6  G3  P3  3 south
3334  9.034 139.6  33.800 17.34 55.0  G1  P1  4  city
3357  9.119 140.0  28.000 14.28 52.1  G1  P1  2 north
3388  9.201 125.8  22.000 13.90 54.4  G1  P1  3  west
3398  9.234 139.8  35.600 18.21 53.0  G2  P1  2 south
3409  9.270 140.4  32.000 16.23 52.3  G2  P1  1  west
3416  9.303 142.2  31.600 15.62 51.5  G1  P1  3 north
3422  9.316 147.4  31.400 14.45 53.2  G1  P1  2 south
3429  9.368 132.7  25.900 14.70 52.7  G1  P1  2 south
3442  9.407 134.4  27.000 14.94 51.8  G1  P1  6 south
3449  9.426 146.0  36.500 17.12 51.4  G1  P1  3  west
3453  9.440 144.9  36.500 17.38 53.0  G1  P2  3  west
3455  9.451 136.0  27.500 14.86 51.4  G1  P1  2  east
3460  9.459 142.7  30.800 15.12 51.5  G1  P2  4  west
3481  9.511 144.5  30.300 14.51 52.6  G1  P2 12  east
3484  9.514 140.3  27.800 14.12 53.1  G1  P1  2  east
3486  9.514 138.0  31.000 16.27 50.4  G1  P1  2  west
3494  9.524 140.9  32.700 16.47 53.4  G1  P1  3  east
3518  9.577 141.1  35.300 17.73 53.2  G2  P1  2  east
3525  9.582 134.0  27.500 15.31 51.0  G2  P2  3 south
3533  9.604 139.7  32.600 16.70 53.0  G1  P1  4  west
3547  9.631 139.7  28.700 14.70 53.0  G2  P1  2 south
3596  9.768 148.2  32.800 14.93 55.8  G2  P1  3 south
3609  9.834 142.0  30.300 15.02 53.4  G1  P1  3  west
3624  9.869 141.8  33.900 16.85 53.4  G1  P2  3  west
3641  9.946 146.5  38.600 17.98 53.6  G1  P1  2  west
3651  9.990 149.0  37.300 16.80 53.7  G1  P1  2  west
3664 10.020 137.2  31.700 16.84 54.1  G1  P1  2 south
3671 10.028 148.5  47.700 21.63 56.0  G1  P1  1  east
3698 10.108 148.1  31.600 14.40 54.8  G1  P1  4  east
3710 10.132 134.0  26.500 14.75 50.1  G1  P1  3 south
3721 10.154 139.3  30.600 15.76 51.5  G2  P2  2 south
3722 10.157 153.1  40.800 17.40 56.1  G1  P1  4  city
3723 10.160 148.4  34.200 15.52 54.7  G1  P2  4  east
3724 10.160 141.3  39.500 19.78 52.4  G1  P1  4  city
3727 10.171 135.2  31.900 17.45 53.0  G2  P1  3  west
3792 10.360 145.7  40.400 19.03 56.0  G2  P2  3  west
3805 10.398 149.8  34.700 15.46 51.0  G2  P2 10  east
3814 10.422 158.8  39.800 15.78 54.2  G2  P1  4  west
3827 10.447 148.7  41.000 18.54 55.7  G1  P1  2  east
3834 10.477 142.6  32.500 15.98 53.0  G2  P2  4  city
3841 10.499 148.6  38.600 17.48 54.4  G2  P1  4 south
3847 10.510 152.5  38.100 16.38 52.7  G2  P2 10  west
3850 10.513 142.6  31.800 15.63 52.0  G2  P2  2  east
3865 10.554 146.3  40.400 18.87 53.0  G1  P1  2  east
3873 10.568 151.0  36.600 16.05 54.4  G1  P1  4  east
3880 10.581 141.2  33.800 16.95 53.7  G1  P1  3  east
3922 10.713 137.4  26.100 13.82 50.8  G1  P1  4 south
3924 10.715 135.2  26.500 14.49 51.3  G1  P2  4 south
3929 10.724 144.1  29.500 14.20 50.6  G1  P1  4  east
3969 10.880 148.6  36.400 16.48 54.4  G1  P1  1  east
3975 10.888 147.0  33.800 15.64 54.0  G1  P1  1 south
3988 10.945 149.0  45.600 20.53 56.1  G1  P2  4  city
3991 10.954 145.1  36.200 17.19 52.7  G2  P1 10  east
3994 10.967 137.4  29.600 15.67 50.5  G2  P1  9  west
3995 10.970 151.2  39.200 17.14 53.4  G1  P2  3  east
4000 10.992 148.5  35.300 16.00 52.7  G5  P5 20  west
4006 11.003 134.3  29.100 16.13 53.5  G1  P1  1  west
4009 11.011 148.8  44.200 19.96 55.4  G1  P2  2 north
4024 11.052 150.7  34.100 15.01 52.7  G1  P1  2 south
4059 11.126 139.6  32.700 16.77 54.3  G2  P2  4  east
4066 11.143 135.1  25.000 13.69 48.2  G1  P2  2  west
4067 11.143 148.3  41.500 18.86 53.7  G2  P2 10 south
4070 11.156 163.0  44.500 16.74 57.8  G2  P2  4 south
4072 11.159 144.5  49.700 23.80 57.2  G1  P1  4 south
4102 11.222 151.8  44.400 19.26 55.6  G1  P1  2 north
4103 11.225 154.0  37.000 15.60 52.5  G1  P1  5  west
4122 11.288 159.4  43.400 17.08 54.3  G1  P1  4  west
4173 11.446 147.9  42.200 19.29 51.4  G1  P2  3  east
4174 11.446 152.8  43.100 18.45 55.1  G1  P1  3  west
4186 11.482 148.7  37.200 16.82 52.9  G1  P1  3  east
4191 11.496 156.9  39.400 16.00 53.9  G1  P1  4  east
4210 11.545 160.2  40.800 15.89 54.8  G2  P2  3  east
4211 11.545 153.2  42.500 18.10 54.4  G1  P1  2  city
4227 11.583 154.0  39.800 16.78 54.9  G1  P1  4  east
4238 11.605 155.2  36.700 15.23 54.6  G2  P1  6 south
4240 11.611 151.0  33.800 14.82 55.0  G1  P1  5  west
4253 11.655 160.6  44.400 17.21 57.6  G2  P1  2 north
4254 11.665 152.5  38.000 16.33 54.1  G2  P1  4  east
4255 11.665 144.5  30.800 14.75 51.5  G2  P2  5  city
4266 11.690 148.0  35.200 16.07 50.9  G1  P1  2  west
4268 11.696 154.0  31.800 14.23 54.2  G1  P1  3  west
4273 11.709 144.7  35.200 16.81 52.3  G2  P2  2  east
4280 11.728 149.6  35.500 15.86 53.8  G1  P3  1 north
4293 11.759 153.2  42.800 18.23 53.4  G2  P2  2  city
4301 11.789 135.4  29.700 16.20 54.2  G2  P2  5 south
4302 11.791 152.8  43.500 18.63 54.2  G2  P1  3  city
4312 11.811 145.9  34.800 16.34 51.8  G2  P2  8  east
4318 11.827 151.0  33.000 14.47 53.0  G1  P1 15  west
4332 11.874 152.0  32.500 14.06 52.0  G1  P2  6  west
4349 11.926 156.5  44.500 18.16 53.0  G1  P1  6  west
4399 12.071 151.1  34.500 15.11 55.0  G1  P1  2  west
4457 12.232 155.5  46.300 19.14 57.0  G1  P1 15  east
4465 12.265 156.6  43.300 17.65 58.1  G3  P3 15  west
4481 12.292 145.8  39.200 18.44 54.1  G1  P1  3  west
4487 12.303 161.4  44.000 16.89 53.1  G2  P2  2  west
4501 12.342 158.1  54.900 21.96 56.6  G1  P1 10  west
4505 12.375 157.2  61.000 24.68 54.0  G1  P1  3 south
4506 12.377 149.3  38.000 17.04 52.1  G3  P2  8  west
4532 12.457 161.4  52.600 20.19 53.0  G2  P2  3 north
4552 12.501 170.5  53.400 18.36 56.4  G2  P1  6 south
4561 12.520 162.1  44.100 16.78 52.6  G2  P3  4  city
4569 12.542 160.5  49.100 19.06 54.4  G1  P1  6  west
4579 12.574 163.8  51.600 19.23 56.7  G2  P3 12  east
4585 12.583 163.3  52.600 19.72 56.2  G3  P3 15 south
4591 12.599 155.0  39.000 16.23 52.5  G2  P2  5  west
4604 12.629 163.2  46.600 17.49 56.2  G3  P3  8  west
4612 12.646 169.6  58.200 20.23 56.6  G1  P2  6  city
4646 12.741 172.0  79.500 26.87 55.0  G2  P3  8 south
4651 12.752 150.7  40.900 18.00 52.0  G3  P4 15  west
4658 12.766 167.2  50.600 18.09 56.9  G4  P4 10 south
4682 12.821 170.2  56.000 19.33 57.5  G4  P4 12  west
4721 12.933 169.5  54.800 19.07 55.7  G3  P3  8 south
4727 12.944 157.0  41.200 16.71 55.0  G2  P2  8 south
4745 12.991 148.7  31.100 14.06 51.0  G2  P2 15  east
4748 12.993 155.9  42.300 17.40 54.3  G4  P3  6  east
4750 12.996 171.5  49.700 16.89 55.6  G4  P4  5 north
4752 12.996 158.9  49.100 19.44 59.0  G3  P3 10  city
4755 13.002 156.2  34.000 13.93 53.4  G5  P4 20  east
4770 13.021 172.4  55.800 18.77 57.3  G4  P4 20 south
4809 13.108 164.0  61.700 22.94 55.3  G1  P1 10  east
4823 13.127 175.0  65.100 21.25 58.1  G2  P2  6  west
4824 13.127 180.0  57.800 17.83 55.5  G2  P4  8  east
4825 13.130 156.4  40.800 16.67 55.1  G2  P2 10  west
4840 13.171 159.3  44.000 17.33 52.5  G5  P5 12  east
4845 13.182 161.5  45.000 17.25 55.2  G1  P1  4 south
4847 13.188 168.1  53.400 18.89 57.3  G3  P2 15  east
4848 13.190 155.4  42.100 17.43 53.9  G3  P3  6 north
4887 13.275 161.2  37.000 14.23 53.6  G3  P2  4  city
4892 13.300 165.5  41.900 15.29 55.6  G2  P2  5  east
4894 13.300 147.2  32.500 14.99 52.1  G2  P2  3  city
4898 13.314 165.1  42.500 15.59 53.6  G2  P2  3  east
4916 13.374 160.0  48.100 18.78 55.0  G5  P6 14  west
4940 13.445 167.8  51.000 18.11 55.1  G4  P5 12  west
4943 13.453 156.7  39.100 15.92 53.0  G2  P2 10  west
4944 13.459 185.7  77.500 22.47 56.0  G5  P5 25  west
4959 13.486 156.2  46.600 19.09 55.6  G2  P2  6 south
4961 13.489 161.3  41.400 15.91 56.3  G3  P3 12  east
4966 13.500 161.5  60.200 23.08 56.1  G2  P2  8  city
4968 13.511 178.7  56.800 17.78 51.9  G5  P5 25  east
4972 13.519 157.5  43.900 17.69 55.2  G4  P4 10  east
4994 13.552 157.7  46.200 18.57 54.2  G2  P2  3  west
4997 13.555 159.1  45.500 17.97 54.5  G4  P4  8  city
5012 13.577 176.7  60.500 19.37 54.9  G2  P2  8  city
5023 13.604 165.0  53.500 19.65 57.7  G1  P2  3 north
5026 13.615 158.9  45.000 17.82 54.6  G3  P3  8  west
5039 13.631 179.0  54.900 17.13 53.5  G3  P4 20  east
5044 13.642 153.4  40.600 17.25 55.6  G3  P2  4 south
5047 13.656 146.9  34.700 16.07 55.1  G2  P3  8  city
5048 13.656 175.4  74.800 24.31 59.2  G4  P5 20  city
5064 13.686 168.7  46.100 16.19 55.4  G4  P4 10  east
5073 13.719 167.4  53.100 18.94 57.6  G4  P4 12  west
5085 13.749 155.5  36.500 15.09 52.9  G2  P1 12  east
5098 13.790 183.4  70.700 21.01 53.4  G5  P5 15  east
5113 13.839 162.1  44.900 17.08 52.5  G4  P3  8 north
5115 13.842 160.5  52.400 20.34 57.5  G5  P4 25  west
5126 13.883 176.2  48.100 15.49 53.9  G3  P4  8 south
5130 13.891 174.6  54.200 17.77 55.1  G4  P4 10 north
5131 13.894 161.9  47.300 18.04 51.2  G2  P2  8 south
5133 13.897 181.7  61.900 18.74 54.5  G4  P4 20  west
5147 13.924 144.8  35.100 16.74 54.2  G3  P4  8 north
5151 13.927 176.6  54.500 17.47 54.0  G3  P4 12  west
5159 13.938 156.9  50.000 20.31 54.5  G2  P2 10  west
5165 13.954 175.4  58.400 18.98 55.0  G4  P5 15  west
5166 13.963 183.4  62.500 18.58 59.4  G4  P4 15  west
5186 14.001 178.6  58.600 18.37 58.9  G5  P6 12  east
5206 14.045 170.0  54.700 18.92 52.7  G3  P4 10 south
5213 14.058 177.2  48.000 15.28 56.7  G2  P3 12  west
5219 14.069 170.6  59.200 20.34 55.1  G3  P3  8 north
5228 14.083 172.1  50.900 17.18 56.4  G4  P5  8  east
5234 14.094 169.1  54.000 18.88 55.5  G3  P3  8  city
5237 14.099 163.2  59.500 22.33 53.7  G5  P6  6 north
5247 14.121 159.2  42.700 16.84 53.6  G3  P3 10 south
5273 14.176 169.8  61.700 21.39 56.0  G5  P6 25  west
5288 14.209 170.9  54.800 18.76 53.9  G4  P4 15 south
5293 14.220 165.5  48.000 17.52 53.0  G5  P5 20  east
5326 14.297 167.4  50.000 17.84 55.1  G4  P3 10  east
5327 14.297 153.2  44.300 18.87 50.5  G2  P3 12  city
5330 14.302 173.5  65.800 21.85 57.4  G2  P2 10  west
5335 14.308 171.0  56.000 19.15 53.1  G4  P4 20 south
5343 14.332 164.1  49.100 18.23 54.9  G2  P2  8  city
5362 14.398 185.6  81.000 23.51 56.6  G5  P6 20  west
5363 14.398 156.1  43.200 17.72 56.0  G4  P4 15  west
5367 14.412 165.5  54.200 19.78 56.5  G4  P4 15  west
5369 14.414 166.5  53.900 19.44 56.7  G5  P5 20 south
5400 14.494 147.4  39.000 17.95 54.7  G4  P5 15 north
5410 14.527 160.7  52.000 20.13 65.0  G5  P5 12  west
5415 14.540 182.4  76.000 22.84 58.2  G5  P6 20  west
5416 14.543 173.7  69.500 23.03 57.3  G5  P5 12 north
5417 14.543 176.4  51.000 16.38 55.9  G5  P4  8  west
5420 14.546 167.3  61.000 21.79 55.0  G4  P2 10 south
5463 14.650 179.8  71.100 21.99 58.0  G5  P5 20  city
5471 14.666 159.8  49.000 19.18 55.0  G4  P5 12  east
5474 14.666 163.2  49.000 18.39 55.0  G5  P6 20  west
5478 14.669 182.9  57.200 17.09 56.7  G5  P5 20 south
5480 14.677 180.3  67.500 20.76 60.0  G3  P3 12  east
5496 14.721 169.1  50.700 17.73 56.3  G4  P3 10 south
5509 14.762 168.6  47.600 16.74 52.0  G4  P4 15  east
5516 14.787 168.5  54.200 19.08 55.0  G2  P2 12 south
5520 14.811 173.8  61.700 20.42 55.0  G4  P4 15 north
5522 14.811 179.0  66.500 20.75 58.1  G4  P5 25  east
5529 14.830 160.0  43.000 16.79 54.4  G5  P4 14  west
5534 14.839 178.5  49.900 15.66 56.6  G3  P4  6 south
5539 14.844 172.7  64.300 21.55 56.0  G4  P4 12 south
5542 14.852 180.9  60.200 18.39 57.3  G3  P4 20  west
5551 14.863 169.1  66.300 23.18 55.5  G5  P6 20  west
5553 14.872 175.8  61.700 19.96 56.0  G5  P6 15  west
5554 14.877 188.5  59.300 16.68 53.0  G4  P4 12 north
5557 14.885 175.3  56.000 18.22 57.6  G5  P5 20  west
5567 14.926 177.4  58.300 18.52 56.0  G5  P5 20 south
5571 14.934 156.0  60.500 24.86 56.9  G1  P1 10  east
5585 14.967 174.1  88.000 29.03 54.4  G3  P4 10  east
5594 14.984 165.8  52.300 19.02 54.6  G4  P4 20  east
5598 14.997 181.2  65.100 19.82 55.6  G4  P5 10 north
5602 15.003 188.0  91.600 25.91 59.8  G4  P4 12 south
5608 15.017 180.6  58.000 17.78 55.0  G5  P5 20  west
5610 15.025 185.5  62.700 18.22 56.4  G3  P4  8 north
5612 15.028 178.5  54.100 16.97 57.0  G5  P4 20 south
5619 15.055 172.5  64.000 21.50 56.0  G4  P5 15  west
5642 15.099 178.1  74.500 23.48 58.3  G3  P4 12  east
5654 15.129 176.9  58.600 18.72 54.3  G4  P5 20 south
5656 15.132 167.3  59.800 21.36 54.0  G5  P5 12 south
5665 15.145 177.4  57.500 18.27 55.3  G4  P5 10  east
5671 15.159 166.5  53.800 19.40 56.5  G5  P5 15  west
5675 15.162 176.8  54.800 17.53 54.3  G4  P4 15  east
5687 15.189 165.2  45.400 16.63 54.7  G5  P5  8 south
5692 15.200 175.4  54.200 17.61 56.3  G2  P4  8  east
5710 15.249 188.0  89.000 25.18 56.0  G5  P5 20  west
5714 15.266 175.2  62.500 20.36 55.2  G4  P4 15  east
5715 15.268 179.5  57.000 17.69 56.6  G3  P4 15 north
5731 15.304 175.0  63.500 20.73 58.0  G4  P4 20  city
5733 15.323 180.1  59.000 18.18 57.4  G4  P4 15  east
5746 15.359 179.2  61.700 19.21 55.2  G5  P5 25  west
5756 15.394 179.8  67.300 20.81 54.4  G5  P5 25  west
5763 15.411 173.3  54.100 18.01 58.0  G4  P4 25  east
5764 15.416 187.2  80.600 22.99 59.6  G4  P4 17 north
5769 15.427 172.8  56.700 18.98 56.0  G4  P5 20  east
5775 15.444 181.1  77.400 23.59 58.8  G5  P4 25  east
5777 15.449 165.1  45.000 16.50 55.6  G5  P5 20  west
5784 15.466 179.7  64.000 19.81 58.8  G5  P5 25  west
5789 15.474 192.2  80.200 21.71 59.3  G4  P5 20 north
5800 15.493 182.5 102.000 30.62 57.7  G4  P4 25  west
5806 15.504 172.0  52.300 17.67 56.9  G5  P5 20 south
5807 15.507 182.1  63.000 18.99 55.4  G5  P5 20 north
5813 15.520 162.5  51.500 19.50 54.5  G2  P2 12  city
5823 15.542 171.0  50.000 17.09 56.6  G2  P3  6 north
5830 15.556 183.3  61.500 18.30 53.6  G5  P5 15 north
5835 15.570 177.3  63.500 20.20 57.5  G5  P5 25  west
5856 15.622 184.1  70.500 20.80 58.4  G4  P4 15  city
5857 15.630 174.3  52.600 17.31 54.8  G3  P3 15 south
5858 15.633 186.0  67.000 19.36 53.5  G5  P6 20  east
5875 15.657 178.8  71.100 22.23 59.1  G4  P4 15 south
5879 15.663 172.7  58.600 19.64 57.1  G5  P6 15 south
5880 15.668 176.0  63.800 20.59 59.8  G5  P6 20  west
5883 15.674 176.6  56.900 18.24 56.8  G5  P5 25 south
5893 15.693 167.2  59.000 21.10 56.3  G5  P5 15  west
5897 15.704 182.8  67.100 20.08 56.6  G4  P5 17 north
5930 15.794 168.9  49.100 17.21 55.2  G4  P4 12 south
5947 15.838 177.0  63.500 20.26 58.0  G5  P6 25 south
5957 15.879 190.7  73.800 20.29 56.9  G5  P6 20  west
5958 15.882 175.9  62.900 20.32 54.0  G5  P5 15  east
5963 15.890 173.8  52.100 17.24 58.4  G5  P4 25 south
5964 15.893 168.6  56.000 19.70 54.9  G4  P5 15  city
5971 15.906 176.2  57.500 18.52 57.6  G4  P5 12  city
5975 15.912 180.0  65.200 20.12 55.0  G4  P5 12 north
5986 15.926 167.8  62.200 22.09 55.4  G4  P5 12 north
5989 15.937 185.2  56.800 16.56 56.6  G5  P5 25  west
5996 15.961 183.0  73.000 21.79 57.0  G5  P5 20 south
6005 15.989 187.8  64.800 18.37 56.8  G5  P6 13 north
6023 16.030 178.9  61.900 19.34 56.5  G2  P2  8  east
6029 16.049 186.7  70.600 20.25 56.3  G5  P5 20  east
6030 16.049 177.9  61.400 19.40 54.6  G5  P6 25  west
6033 16.062 183.9  61.500 18.18 56.0  G5  P6 15  west
6036 16.065 184.4  68.500 20.14 55.3  G5  P5 15 south
6037 16.068 186.5  70.700 20.32 57.0  G3  P5 25  west
6040 16.090 180.6  90.400 27.71 58.8  G4  P3 15 south
6047 16.109 170.8  48.500 16.62 54.7  G5  P5 20 south
6064 16.156 194.3 113.000 29.93 58.4  G3  P5  6 north
6067 16.175 193.5  70.000 18.69 56.8  G4  P4 10 north
6083 16.235 185.4  60.000 17.45 54.3  G5  P5 20 south
6085 16.246 183.5  76.000 22.57 55.9  G5  P5 25  west
6089 16.262 176.8  57.800 18.49 54.8  G2  P2  8 south
6090 16.268 170.0  66.000 22.83 57.0  G5  P5 15  city
6092 16.273 177.9  57.000 18.01 56.0  G5  P5 25  west
6117 16.355 171.0  59.100 20.21 58.0  G4  P4 20 south
6119 16.364 183.1  60.400 18.01 56.5  G5  P6 20  west
6131 16.399 184.4  84.500 24.85 58.2  G5  P6 25 north
6132 16.402 173.6  54.500 18.08 54.0  G5  P4 25 south
6138 16.427 195.5  69.000 18.05 56.0  G5  P6 25 south
6141 16.435 175.1  64.500 21.03 58.2  G5  P5 25 south
6144 16.443 190.5  60.500 16.67 57.0  G5  P5 20  city
6166 16.492 188.0  62.500 17.68 57.5  G5  P5 25 south
6182 16.536 185.3  83.000 24.17 56.8  G5  P6 25  west
6185 16.544 178.0  65.700 20.73 58.0  G5  P6 15  west
6187 16.547 181.8  72.000 21.78 57.2  G5  P5 25  city
6209 16.605 183.1  70.200 20.93 55.8  G5  P5 20 north
6214 16.616 170.5  47.600 16.37 55.2  G3  P3  8 south
6249 16.714 181.1  59.300 18.08 56.7  G4  P6 12  east
6251 16.717 180.2  66.400 20.44 56.4  G5  P5 20  west
6253 16.720 192.8  88.300 23.75 57.8  G5  P5 25  city
6262 16.741 189.8  70.300 19.51 59.2  G4  P5 20 north
6283 16.807 184.3  77.000 22.66 60.3  G5  P6 20  west
6311 16.900 190.2  69.400 19.18 55.7  G4  P5 10 north
6315 16.903 176.7  65.500 20.97 55.6  G5  P6 20  west
6333 16.939 173.4  54.600 18.15 56.0  G4  P3 13  west
6343 16.966 182.4  63.700 19.14 56.1  G5  P6 15  west
6361 16.999 179.0  68.100 21.25 56.0  G5  P6 25  east
6372 17.018 183.0  65.500 19.55 57.4  G5  P5 20 south
6375 17.023 165.2  56.200 20.59 56.7  G4  P4 12  city
6386 17.056 184.0  67.000 19.78 58.5  G5  P6 15 south
6416 17.117 183.2  69.300 20.64 56.5  G5  P6 25  west
6439 17.204 177.5  66.000 20.94 50.5  G5  P6 25 south
6480 17.327 170.5  75.000 25.79 58.3  G5  P5 10 north
6482 17.333 180.3  76.800 23.62 60.5  G5  P6 20  east
6483 17.336 183.9  66.300 19.60 56.9  G4  P4 20  east
6486 17.347 180.5  76.000 23.32 56.5  G5  P6 25  east
6502 17.374 174.5  70.100 23.02 58.7  G4  P5 25  east
6522 17.426 183.2  57.900 17.25 58.1  G5  P4 12 north
6523 17.429 195.5  74.500 19.49 58.0  G5  P5 25  west
6525 17.431 182.0  65.000 19.62 56.5  G5  P5 20  west
6528 17.440 171.4  71.700 24.40 58.7  G4  P5 20  east
6534 17.464 185.0  67.000 19.57 59.5  G4  P6 25  west
6539 17.467 173.6  55.500 18.41 55.7  G4  P4 10 north
6547 17.483 182.4  71.000 21.34 54.0  G4  P5 12  east
6562 17.544 164.3  64.000 23.70 56.5  G4  P5 25  west
6566 17.555 190.0  97.000 26.86 59.0  G5  P6 20 south
6567 17.560 186.5  71.200 20.47 57.3  G5  P6 20  west
6568 17.560 164.3  56.400 20.89 57.0  G4  P5 15  west
6569 17.571 187.1  78.500 22.42 60.0  G4  P6 15  east
6573 17.579 181.6  66.000 20.01 55.5  G4  P5 20  city
6583 17.604 168.6  64.500 22.69 57.7  G5  P6 15 south
6611 17.678 176.4  72.800 23.39 56.6  G5  P5 14 north
6614 17.681 164.9  64.100 23.57 60.2  G5  P5 15 south
6617 17.694 195.7  80.000 20.88 59.4  G5  P6 20 north
6633 17.730 172.5  70.000 23.52 57.5  G5  P5 15  east
6641 17.749 174.0  94.900 31.34 56.3  G5  P5 25  west
6647 17.757 196.2  81.000 21.04 59.7  G5  P6 15  west
6685 17.911 183.6  61.000 18.09 56.8  G4  P4 25  east
6686 17.911 181.2  86.800 26.43 58.3  G5  P5 15 north
6693 17.938 180.3  83.000 25.53 55.4  G5  P6 25  west
6700 17.957 172.2  64.500 21.75 56.3  G5  P6 20  west
6724 18.039 187.1  87.700 25.05 58.8  G5  P6 20 south
6744 18.094 170.0  51.000 17.64 57.0  G5  P6 20 south
6754 18.119 187.6  70.600 20.06 58.3  G4  P5 25  west
6756 18.121 171.6  58.400 19.83 57.1  G5  P6 15 south
6782 18.209 177.9  63.400 20.03 58.2  G4  P5 15 south
6789 18.220 187.4  79.000 22.49 58.4  G5  P6 25 south
6829 18.343 180.7  80.000 24.50 60.3  G5  P6 25  west
6831 18.349 193.6  69.200 18.46 58.8  G5  P6 25  east
6844 18.406 180.5  81.000 24.86 55.8  G5  P6 15 north
6857 18.450 181.7  62.500 18.93 56.8  G5  P6 25  west
6858 18.453 170.5  53.500 18.40 55.3  G5  P5 20  city
6862 18.458 178.2  62.400 19.65 58.5  G5  P4 15  west
6878 18.507 193.5  92.000 24.57 59.0  G4  P5 13 north
6886 18.532 186.5  67.300 19.34 58.2  G5  P6 20 south
6892 18.551 193.0  71.700 19.24 56.9  G4  P6 12 south
6916 18.606 172.4  57.200 19.24 55.2  G5  P5 20 south
6923 18.617 188.0  61.900 17.51 55.5  G5  P5 20 south
6937 18.655 189.0  60.000 16.79 56.0  G3  P5 13  east
6943 18.677 196.7  75.000 19.38 58.6  G5  P6 15 north
6961 18.735 191.5  79.000 21.54 59.0  G5  P5 25 south
6963 18.737 191.0  81.300 22.28 60.0  G5  P6 25  east
6964 18.743 192.0  99.000 26.85 59.5  G5  P6 25  east
6965 18.743 179.6  61.000 18.91 55.9  G5  P6 20  west
6973 18.762 181.5  79.900 24.25 56.9  G5  P6 25 south
6975 18.765 180.2  74.600 22.97 59.5  G5  P5 20  west
6977 18.773 189.4  69.600 19.40 55.6  G5  P6 20  west
6981 18.792 174.8  56.000 18.32 53.9  G5  P6 15  west
7001 18.850 179.8  62.600 19.36 55.9  G4  P6 25  city
7023 18.929 188.8  75.800 21.26 57.3  G5  P6 16 north
7032 18.959 185.1  76.200 22.24 56.1  G5  P6 16 north
7047 19.011 180.3  77.500 23.84 58.5  G5  P6 15 north
7055 19.028 187.1  77.800 22.22 57.9  G4  P5 20 north
7062 19.049 176.9  65.200 20.83 54.9  G5  P6 25 south
7064 19.052 180.5  77.000 23.63 57.0  G5  P6 20  west
7066 19.060 180.8  93.800 28.69 55.8  G4  P5 15 south
7068 19.063 175.0  72.400 23.64 58.0  G5  P6 25 south
7073 19.077 182.7  70.000 20.97 56.4  G5  P5 25  west
7083 19.099 198.0  80.000 20.40 57.0  G5  P6 25  east
7088 19.104 186.1  72.500 20.93 58.7  G5  P6 20 south
7101 19.148 186.5  71.900 20.67 59.5  G5  P5 20  west
7122 19.227 180.0  66.600 20.55 55.5  G5  P6 25  west
7132 19.282 185.2  71.500 20.84 57.8  G5  P5 25 south
7135 19.290 180.9  94.400 28.84 58.6  G5  P6 20 south
7141 19.310 177.1  60.100 19.16 57.8  G5  P6 20 south
7152 19.367 178.0  78.100 24.64 57.2  G5  P5 25  west
7160 19.405 173.8  59.300 19.63 55.8  G5  P6 15  west
7161 19.408 192.7 100.100 26.95 58.2  G5  P5 25  east
7173 19.471 191.0  87.100 23.87 58.4  G4  P6 15 north
7184 19.501 186.8  78.500 22.49 57.9  G5  P6  8 north
7187 19.512 182.5  63.000 18.91 56.5  G5  P6 20  west
7192 19.526 178.9  79.900 23.84 52.4  G5  P6 20  west
7200 19.575 195.0  88.900 23.37 60.0  G5  P6 25  west
7218 19.630 181.0  65.100 19.87 55.8  G5  P5 25  west
7221 19.633 182.1  75.000 22.61 57.4  G5  P6 25  west
7234 19.671 179.0  78.000 24.34 57.0  G5  P6 20  east
7240 19.707 172.5  70.600 23.72 55.9  G5  P6 20  east
7247 19.739 177.0  65.500 20.90 56.1  G5  P6 20  west
7257 19.778 178.2  62.500 19.68 57.8  G5  P6 20 south
7278 19.868 186.0  76.100 21.99 56.1  G5  P5 20  west
7293 19.926 192.3 117.400 31.74 57.6  G5  P6 18 north
7297 19.934 181.8  76.200 23.05 58.8  G5  P6 20  east
7300 19.942 193.1  93.600 25.10 60.0  G5  P5 20  city
7308 19.978 189.5  88.100 24.53 57.3  G5  P6 25  west
7319 20.010 170.0  68.800 23.80 55.5  G5  P6 25  east
7328 20.030 178.6  71.000 22.25 57.2  G5  P5 25  city
7329 20.032 184.0  73.000 21.56 56.0  G5  P6 20 north
7362 20.117 188.7  89.400 25.10 58.1  G5  P6 25  east
7396 20.281 185.1  81.100 23.67 58.8  G5  P6 20 south
7405 20.323 182.5  69.000 20.71 59.0  G4  P6 20 north
7410 20.372 188.7  59.800 16.79 55.2  G5  P6 20  west
7418 20.429 181.1  67.200 20.48 56.6  G4  P5 12 north
7444 20.761 189.1  88.000 24.60 53.9  G5  P6 25  west
7447 20.780 193.5  75.400 20.13 55.5  G5  P6 25  west
7451 20.813 189.0  78.000 21.83 59.9  G5  P6 12 north
7475 21.177 181.8  76.500 23.14 59.5  G5  P6 25  east

$`3`
        age   hgt     wgt   bmi   hc gen phb tv   reg
3     0.035  50.1   3.650 14.54 33.7  G2  P2  1 south
4     0.038  53.5   3.370 11.77 35.0  G4  P4  4 south
18    0.057  50.0   3.140 12.56 35.2  G2  P2  2 south
23    0.060  54.5   4.270 14.37 36.7  G1  P2  2 south
28    0.062  57.5   5.030 15.21 37.3  G1  P1  2 south
36    0.068  55.5   4.655 15.11 37.0  G1  P2  3 south
37    0.068  52.5   3.810 13.82 34.9  G2  P3  2 south
38    0.071  53.0   3.890 13.84 35.8  G1  P2  1  west
39    0.071  55.1   3.880 12.77 36.8  G3  P5  2  west
43    0.073  54.5   4.200 14.14 38.0  G2  P1  2  east
53    0.076  58.5   5.920 17.29 40.5  G1  P1  2  west
60    0.079  55.0   4.430 14.64 38.0  G1  P3  1  east
62    0.079  58.5   5.745 16.78 38.5  G1  P1  3  city
75    0.082  59.5   5.100 14.40 39.1  G1  P2  2  west
85    0.084  52.5   4.120 14.94 37.3  G1  P2  3 south
93    0.084  54.0   4.500 15.43 37.0  G2  P2  2 south
99    0.087  59.5   5.130 14.49 38.0  G1  P1  3  west
103   0.087  53.5   4.540 16.15 39.0  G1  P1  2  west
113   0.090  55.7   4.070 13.11 36.6  G1  P1  3  east
127   0.093  56.0   5.410 17.25 40.0  G2  P2  2 north
138   0.093  56.0   4.800 15.30 38.0  G2  P2  2  west
140   0.093  53.5   4.150 14.49 39.0  G1  P1  2  west
159   0.098  55.4   4.350 14.17 38.1  G1  P1  1  west
167   0.101  55.8   5.060 16.25 38.5  G1  P2  2  east
177   0.104  54.0   4.230 14.50 38.1  G2  P2  2 south
184   0.109  58.0   5.520 16.40 38.2  G1  P2  3  west
189   0.112  59.0   4.820 13.84 38.0  G1  P1  2  west
198   0.117  57.0   5.260 16.18 40.0  G1  P1  2 north
201   0.117  54.9   4.450 14.76 37.5  G1  P1  2 south
207   0.123  62.0   5.420 14.09 40.5  G1  P1  1  west
217   0.128  58.0   5.000 14.86 38.8  G1  P2  1 south
226   0.134  58.5   4.950 14.46 40.0  G1  P1  2  west
238   0.142  58.0   5.220 15.51 40.1  G2  P3  1 north
240   0.142  57.3   5.090 15.50 39.7  G1  P1  3  east
248   0.147  57.3   4.950 15.07 36.8  G2  P2  1 north
251   0.147  57.0   5.170 15.91 40.2  G2  P1  1  city
253   0.147  58.0   5.120 15.21 38.5  G1  P1  1  west
258   0.150  56.0   5.260 16.77 40.5  G1  P2  1  west
270   0.153  57.5   4.950 14.97 39.2  G2  P2  1  west
272   0.153  60.6   5.475 14.90 40.3  G3  P2  2 south
273   0.153  64.0   6.260 15.28 49.2  G2  P1  2 south
284   0.158  60.5   5.750 15.70 39.5  G1  P1  1  west
304   0.164  59.9   5.070 14.13 39.8  G1  P1  2  east
310   0.164  55.0   3.730 12.33 37.8  G2  P2  2  west
317   0.167  59.0   5.080 14.59 39.8  G2  P2  1  west
328   0.169  60.3   4.990 13.72 40.3  G1  P2  2  city
336   0.172  59.0   5.310 15.25 38.0  G1  P1  1  west
337   0.172  58.5   5.080 14.84 36.8  G1  P1  1  city
345   0.172  60.0   5.090 14.13 39.0  G1  P1  2  west
349   0.172  57.5   4.660 14.09 36.2  G2  P2  1 south
365   0.177  61.5   6.680 17.66 42.0  G1  P1  2  west
366   0.177  57.5  11.900 17.48 40.4  G2  P2  2  west
399   0.188  58.5   6.030 17.61 41.5  G2  P2  2  east
416   0.191  61.8   5.560 14.55 39.9  G1  P1  2  west
418   0.191  56.9   4.140 12.78 35.7  G4  P4  6 south
431   0.197  58.0   4.550 13.52 38.3  G1  P1  2 south
432   0.197  56.0   4.480 14.28 38.3  G1  P1  2 south
434   0.199  61.0   5.830 15.66 39.9  G2  P2  1  east
438   0.202  60.0   4.790 13.30 38.2  G1  P2  2  west
463   0.224  62.5   6.310 16.15 40.3  G2  P2  2  east
489   0.243  62.5   5.580 14.28 42.0  G2  P2  2  west
495   0.246  60.4   5.900 16.17 40.9  G1  P1  2  east
511   0.249  65.5   7.155 16.67 42.4  G1  P1  2 south
514   0.251  63.2   5.670 14.19 42.2  G1  P2  2  east
520   0.251  60.0   6.495 18.04 38.5  G2  P2  2  city
525   0.251  57.6   5.870 17.69 42.2  G2  P2  1 south
532   0.254  65.5   6.720 15.66 44.0  G1  P1  1  city
543   0.257  61.6   6.920 18.23 39.6  G1  P1  3  east
552   0.257  59.0   6.260 17.98 45.0  G3  P6  2  city
553   0.257  63.0   7.380 18.59 41.5  G2  P1  2  west
555   0.257  60.0   5.740 15.94 39.5  G1  P1  3  west
571   0.260  58.0   4.930 14.65 38.8  G2  P2  3  west
577   0.262  61.0   6.200 16.66 40.6  G1  P2  3  east
599   0.268  59.5   5.530 15.62 41.0  G1  P2  2  west
607   0.271  61.5   6.170 16.31 41.0  G1  P1  2  west
608   0.271  60.5   6.360 17.37 41.6  G2  P2  1  city
623   0.276  63.0   6.140 15.46 41.0  G1  P1  3  west
625   0.276  64.0   6.740 16.45 40.9  G1  P1  2 south
627   0.279  58.2   5.050 14.90 41.0  G1  P2  2  east
648   0.295  61.5   6.540 17.29 43.0  G1  P1  2  city
654   0.314  63.0   7.380 18.59 41.8  G1  P1  2  west
666   0.334  66.5   7.190 16.25 43.6  G1  P1  1  city
670   0.339  66.7   7.090 15.93 43.0  G1  P1  2  west
693   0.380  64.0   7.100 17.33 43.0  G2  P2  2 south
698   0.396  67.5   7.930 17.40 42.3  G1  P1  2 south
705   0.402  62.1   6.200 16.07 42.2  G1  P1  1 south
706   0.405  64.0   7.950 19.40 44.0  G1  P1  2  city
707   0.405  67.5   7.660 16.81 44.4  G1  P1  2  west
745   0.465  64.5   6.950 16.70 43.4  G1  P1  2 south
755   0.481  67.5   8.650 18.98 44.8  G1  P1  2  west
770   0.495  68.0   8.600 18.59 46.0  G1  P1  3  east
795   0.511  67.1   7.100 15.76 42.5  G1  P1  2  east
798   0.511  69.5   8.300 17.18 44.5  G2  P1  2  west
800   0.511  69.0   7.275 15.28 43.0  G1  P1  2 south
804   0.514  68.5   7.030 14.98 43.2  G1  P1  3  west
818   0.522  67.8   7.810 16.98 43.0  G1  P1  3  west
849   0.547  71.0   9.210 18.27 43.1  G1  P1  2 south
850   0.550  67.0   7.215 16.07 43.4  G1  P1  1  city
851   0.555  67.1   7.785 17.29 44.5  G1  P1  2  city
856   0.561  69.5   8.860 18.34 45.5  G2  P1  2  west
873   0.594  70.8   8.970 17.89 45.2  G1  P1  3 north
890   0.626  70.0   9.230 18.83 46.5  G1  P1  1  west
902   0.654  71.0   7.960 15.79 45.0  G2  P1  2  west
911   0.673  71.0   9.000 17.85 46.5  G1  P1  2 north
919   0.689  73.0   7.740 14.52 47.5  G2  P1  2  city
926   0.703  68.0   7.660 16.56 44.1  G1  P1  3  city
929   0.706  73.0   9.300 17.45 46.3  G2  P1  1 south
934   0.714  76.1  10.910 18.83 45.0  G1  P1  1  city
936   0.717  67.5   8.140 17.86 45.2  G1  P1  2  west
948   0.731  70.9   8.620 17.14 46.4  G1  P1  2 south
964   0.739  74.0   8.640 15.77 44.1  G1  P1  2  west
1001  0.758  74.0  10.090 18.42 47.2  G1  P1  1  east
1006  0.761  71.0   9.020 17.89 46.3  G1  P1  1  east
1020  0.769  69.0   9.400 19.74 46.6  G1  P1  2  east
1031  0.777  75.0   9.425 16.75 45.5  G1  P1  2  city
1042  0.783  72.0   8.800 16.97 47.5  G1  P1  2 south
1046  0.788  76.0  10.016 17.34 49.3  G1  P1  2  city
1054  0.796  69.8   7.590 15.57 47.5  G2  P1  2  west
1062  0.804  74.0   9.050 16.52 45.0  G1  P2  1  west
1063  0.807  74.2   9.540 17.32 46.4  G1  P1  3  east
1065  0.807  76.2   9.960 17.15 45.8  G1  P1  3  east
1066  0.810  75.0   9.620 17.10 46.5  G1  P1  1  west
1079  0.829  64.0   6.900 16.84 44.0  G1  P1  2  west
1118  0.911  76.7  10.330 17.55 45.4  G1  P1  1 south
1120  0.917  74.5  10.390 18.71 44.5  G1  P1  1  west
1121  0.917  72.8   9.130 17.22 45.7  G2  P1  3 south
1122  0.919  75.0   9.840 17.49 46.8  G1  P1  2  east
1123  0.919  78.5  11.700 18.98 47.7  G1  P1  1  west
1128  0.925  78.0   9.660 15.87 46.2  G1  P1  2 south
1150  0.950  74.0   9.575 17.48 48.0  G1  P1  2  east
1154  0.950  76.0  10.620 18.38 48.2  G1  P1  1 south
1170  0.960  73.5   8.740 16.17 44.5  G1  P1  3  west
1177  0.969  84.0  11.470 16.25 49.0  G1  P1  2  west
1188  0.977  78.3  11.040 18.00 47.0  G2  P1  2  city
1209  0.991  72.5  10.220 19.44 47.5  G1  P1  2 south
1212  0.996  77.1  10.390 17.47 47.1  G1  P1  2 north
1226  1.004  77.5  10.110 16.83 46.0  G1  P1  2  west
1232  1.007  74.0   9.250 16.89 47.5  G1  P1  2  east
1253  1.021  68.0   6.945 15.01 46.3  G1  P1  1  east
1257  1.021  77.5  10.700 17.81 46.5  G1  P1  2  west
1278  1.040  77.5   9.300 15.48 46.3  G1  P1  2 north
1285  1.048  79.5  11.270 17.83 49.0  G1  P1  1  west
1299  1.062  74.1  10.560 19.23 48.5  G1  P1  3  city
1301  1.062  81.2  11.940 18.10 46.6  G1  P1  1  east
1314  1.086  74.5   8.920 16.07 45.1  G1  P1  3  west
1331  1.138  77.0   8.880 14.97 46.0  G1  P1  2 south
1349  1.171  77.0  10.910 18.40 45.9  G1  P1  2  east
1363  1.182  78.6   9.410 15.23 48.7  G1  P1  2  city
1372  1.188  81.0  13.190 20.10 49.9  G1  P1  2  west
1377  1.190  78.5   9.840 15.96 46.2  G1  P1  2 south
1384  1.193  76.5   9.960 17.01 47.0  G2  P3  2 south
1395  1.201  75.2  10.090 17.84 49.0  G2  P1  2 south
1398  1.204  77.5  11.700 19.47 46.6  G1  P1  2 south
1409  1.210  78.0  10.150 16.68 47.1  G2  P3  1  city
1414  1.212  80.0  11.080 17.31 49.3  G1  P1  2  west
1415  1.212  79.0  10.220 16.37 48.1  G1  P1  3  west
1423  1.215  78.5  10.085 16.36 47.0  G1  P1  2 south
1439  1.229  82.9  10.860 15.80 48.5  G1  P1  2  east
1450  1.237  77.5   9.230 15.36 46.5  G1  P1  3 south
1456  1.240  83.0  12.500 18.14 48.5  G1  P1  1 south
1463  1.242  76.0  10.100 17.48 46.6  G2  P1  2  city
1466  1.242  76.2  10.280 17.70 47.5  G1  P1  1 south
1468  1.245  81.0  12.000 18.28 48.2  G1  P1  1  east
1473  1.248  82.7  12.100 17.69 48.3  G1  P1  2  east
1489  1.262  81.1  10.720 16.29 49.2  G1  P1  2  east
1507  1.284  82.0   9.980 14.84 48.0  G1  P1  1  east
1511  1.292  79.0  10.700 17.14 47.3  G1  P1  2 north
1519  1.300  80.0  10.440 16.31 48.7  G3  P2  2  east
1522  1.305  82.5  11.100 16.30 50.5  G1  P1  2  west
1524  1.308  81.0  10.410 15.86 47.3  G1  P1  1  city
1526  1.311  78.5  10.230 16.60 45.6  G1  P1  1 south
1579  1.426  77.2   9.800 16.44 46.0  G1  P1  2 south
1594  1.456  87.5  13.000 16.97 48.1  G1  P1  2 south
1617  1.481  70.9  12.040 17.25 47.5  G2  P1  2 north
1618  1.481  78.7  10.385 16.76 47.6  G1  P1  2  east
1620  1.486  80.5  11.700 18.05 48.0  G1  P1  2  west
1628  1.492  84.0  11.900 16.86 47.9  G2  P1  3  east
1632  1.494  78.5  11.500 17.37 47.0  G2  P2  2  west
1661  1.514  84.5  12.300 17.22 50.0  G1  P1  3  west
1664  1.514  80.0  10.100 15.78 47.0  G1  P1  2  west
1676  1.522  77.5   9.200 15.31 48.5  G1  P1  2  west
1681  1.527  86.5  12.490 16.69 50.7  G2  P1  3  east
1684  1.530  80.0  10.785 16.85 46.1  G1  P1  2 north
1687  1.530  81.0  12.400 16.75 47.7  G2  P1  1  west
1695  1.535  81.0   9.850 15.01 47.7  G1  P1  2  west
1710  1.552  85.0  11.970 16.56 50.0  G1  P2  2  west
1732  1.579  85.5  11.300 15.45 46.3  G1  P1  2  west
1737  1.582  85.2  14.200 19.56 48.6  G1  P1  1  west
1739  1.585  83.7  11.700 16.98 48.0  G1  P1  2  west
1756  1.598  85.5  12.700 17.37 49.2  G1  P1  2 south
1792  1.675  93.9  11.000 14.20 47.2  G1  P1  2  west
1805  1.697  81.1  14.400 19.08 48.1  G1  P1  2  city
1840  1.752  81.5   9.700 14.60 47.0  G2  P2  2  east
1873  1.785  86.5  12.300 16.43 47.1  G1  P1  1 south
1876  1.790  90.2  14.500 17.82 51.2  G1  P1  2  east
1877  1.793  86.0  13.400 18.11 47.0  G1  P1  2 north
1882  1.798  81.8  10.535 15.74 46.7  G2  P1  2 north
1887  1.801  85.3  11.450 15.73 49.0  G1  P1  1 south
1903  1.826  83.7  10.610 15.14 46.5  G1  P1  3  west
1916  1.839  91.6  12.300 15.30 49.3  G2  P1  2 south
1926  1.845  88.0  12.200 15.75 48.8  G1  P1  2 south
1927  1.848  85.5  13.200 16.48 50.0  G1  P1  2 north
1932  1.853  90.2  14.050 17.26 51.5  G1  P1  1  city
1936  1.859  85.5  12.800 17.50 48.5  G1  P1  2 south
1940  1.867  82.5  15.000 18.16 49.3  G1  P1  3 south
1947  1.878  87.5  11.300 14.75 49.5  G1  P1  2  west
1969  1.911  90.2  12.400 17.55 50.2  G1  P1  2 south
1979  1.938  82.5  15.200 19.23 49.0  G1  P1  2  city
1983  1.941  87.0  12.900 17.04 50.5  G1  P1  2  west
1990  1.957  87.0  13.400 17.34 50.0  G2  P1  2  west
1991  1.960  94.2  11.000 15.03 49.7  G1  P1  2  east
2000  1.973  92.5  12.300 14.45 48.9  G2  P1  3 south
2008  1.979  89.0  12.100 15.27 49.5  G1  P1  2 south
2009  1.979  86.0  11.600 16.67 49.1  G1  P1  2 south
2018  1.990  85.5  12.900 16.37 48.7  G1  P1  2  east
2020  1.993  93.1  13.800 15.92 49.3  G1  P1  3  east
2044  2.020  88.3  13.000 16.67 50.0  G1  P1  2 north
2071  2.045  92.2  14.600 17.17 49.3  G1  P1  2  west
2076  2.050  85.7  12.700 17.29 46.3  G1  P1  1 south
2104  2.088  90.2  13.000 15.97 48.5  G1  P1  2  city
2113  2.113  94.2  14.800 16.67 49.8  G1  P1  2 south
2122  2.127  90.5  12.000 14.65 49.1  G1  P1  1  west
2125  2.132  90.2  13.000 15.97 49.5  G1  P2  1  west
2139  2.157  93.9  13.700 15.53 47.6  G1  P1  2 south
2144  2.168  91.2  11.500 13.82 48.6  G1  P1  1 south
2148  2.173  91.2  14.700 17.67 51.1  G1  P1  1  west
2154  2.182  88.4  14.000 17.91 51.1  G1  P1  3 south
2162  2.190  96.5  13.800 14.81 48.7  G1  P1  2  east
2168  2.198  94.2  14.980 16.88 51.0  G1  P1  2 north
2174  2.209  91.7  13.700 16.29 48.1  G1  P1  1  east
2180  2.228  91.6  12.800 15.25 47.6  G2  P2  2 south
2186  2.264  89.0  13.900 17.54 51.4  G2  P1  2  west
2220  2.381  91.5  11.500 13.73 49.9  G1  P1  2 south
2227  2.412  96.2  15.000 16.20 49.9  G1  P1  2 south
2242  2.455  92.5  15.200 17.76 50.0  G1  P1  3  west
2249  2.458  92.0  15.600 18.43 51.0  G1  P1  2 south
2269  2.491  88.5  11.200 14.29 48.8  G1  P1  2  east
2277  2.502  91.1  15.800 19.03 49.7  G3  P1  3 south
2280  2.507  97.2  16.900 17.88 52.2  G1  P1  2  east
2289  2.524 100.4  19.400 19.24 53.2  G1  P1  1  east
2306  2.559  95.0  12.500 13.85 51.4  G1  P1  2  west
2313  2.576  86.0  10.700 14.46 49.5  G1  P1  2 north
2337  2.622 100.0  15.800 15.80 52.0  G1  P1  1  west
2338  2.625  99.0  16.500 16.83 53.0  G2  P1  2  west
2355  2.672  97.9  16.100 16.79 51.6  G1  P1  2 south
2366  2.715  91.0  13.800 16.66 51.0  G1  P1  2  east
2414  2.866  94.0  16.000 18.10 50.0  G1  P1  2  east
2418  2.872  95.2  14.400 15.88 49.8  G2  P1  2 south
2419  2.874  95.0  14.000 15.51 49.5  G1  P1  1 south
2423  2.885  91.4  14.800 17.71 49.0  G1  P1  2  east
2436  2.913  96.5  14.500 15.57 46.2  G2  P2  1 south
2448  2.929  95.3  13.500 14.86 51.2  G1  P1  2 north
2457  2.956 102.0  18.400 17.68 54.0  G1  P1  2  west
2476  2.981 100.5  15.200 15.04 50.2  G1  P1  3  east
2484  2.989  95.5  15.700 17.21 49.7  G1  P1  1  west
2519  3.041  94.5  14.700 16.46 52.0  G2  P2  2 south
2522  3.047  94.0  13.800 15.61 49.3  G2  P1  2 south
2531  3.058  92.6  12.800 14.92 49.3  G1  P1  2  west
2532  3.058  97.8  14.200 14.84 47.9  G1  P1  2 south
2535  3.060 102.3  16.600 15.86 50.4  G1  P1  1  east
2538  3.066  97.1  15.400 16.33 50.0  G1  P1  2  west
2540  3.069 104.9  17.600 15.99 51.0  G2  P1  1  east
2552  3.093  98.7  14.800 15.19 50.7  G2  P2  1 south
2553  3.093  99.6  15.300 15.42 52.2  G1  P1  2 south
2555  3.099  99.5  13.600 13.73 49.6  G1  P1  1  city
2561  3.107 103.5  16.200 15.12 52.0  G1  P1  2 south
2565  3.115 100.0  16.000 16.00 49.7  G1  P1  2 south
2583  3.184 100.0  15.500 15.50 50.3  G1  P1  2 north
2609  3.304 108.0  17.500 15.00 53.4  G1  P1  2 north
2616  3.342 100.5  18.100 17.92 51.3  G1  P1  3  west
2626  3.408  99.5  15.000 15.15 52.2  G1  P1  2  west
2632  3.433  99.0  17.000 17.34 53.0  G1  P1  2  city
2651  3.583 101.0  15.900 15.58 49.0  G1  P1  3  west
2663  3.701 105.1  17.800 16.11 52.1  G1  P1  2  west
2664  3.707  98.0  14.900 15.51 49.7  G2  P1  2  west
2667  3.720 105.8  19.000 16.97 51.7  G1  P1  2  east
2673  3.731 104.0  16.900 15.62 53.1  G1  P1  2  east
2678  3.745 106.0  16.000 14.23 53.5  G1  P1  1  east
2680  3.748 106.5  18.600 16.39 50.2  G1  P1  2  east
2685  3.750 106.0  17.700 15.75 50.5  G1  P1  2  west
2689  3.761 111.1  19.000 15.39 51.8  G1  P1  3  east
2713  3.827  99.0  14.500 14.79 52.3  G2  P1  2  city
2740  3.890 104.2  17.100 15.74 51.2  G1  P1  3  east
2748  3.912 108.1  21.000 17.97 52.5  G1  P1  2 south
2772  3.956 107.0  18.300 15.98 53.4  G1  P1  3  west
2777  3.964 104.7  14.600 13.31 47.6  G3  P1  3 south
2792  4.013 105.2  16.000 14.45 49.0  G1  P1  2 south
2811  4.046 104.5  16.350 14.97 50.0  G2  P1  3 south
2829  4.197 108.0  18.000 15.43 51.0  G1  P1  3 north
2841  4.295 106.5  17.200 15.16 49.2  G2  P1  3 south
2850  4.383 106.3  19.600 17.34 50.3  G1  P1  2 south
2874  5.196 111.1  20.900 16.93 54.0  G2  P1  2  east
2883  5.286 128.7  30.600 18.47 55.0  G1  P1  2  east
2885  5.292 109.3  19.600 16.40 52.4  G2  P1  2 south
2891  5.333 112.9  19.100 14.98 53.0  G3  P2  2 south
2892  5.338 123.0  28.100 18.57 52.5  G1  P1  3  city
2932  5.533 116.3  20.200 14.93 50.0  G1  P1  2  west
2957  5.626 119.1  23.600 16.63 53.8  G1  P3  2  east
2959  5.637 128.7  28.400 17.14 54.2  G1  P1  2  east
2977  5.782 124.8  25.100 16.11 53.8  G1  P1  2 north
2978  5.782 119.6  21.500 15.03 53.0  G2  P1  1  west
2984  5.820 124.6  26.500 14.12 51.1  G2  P2  1  west
2985  5.837 117.3  20.300 14.75 54.4  G1  P1  2  east
2996  5.935 119.1  19.500 13.74 51.6  G1  P1  3  west
3005  6.017 128.1  27.800 16.94 53.3  G1  P1  1 south
3018  6.113 124.6  27.000 17.39 51.5  G1  P1  3  west
3058  6.819 121.1  21.500 14.66 51.5  G2  P1  1  west
3060  6.841 125.7  31.200 19.74 54.1  G1  P1  3  west
3075  7.041 130.5  27.000 15.85 55.0  G1  P1  3  city
3083  7.170 133.4  27.500 15.45 51.0  G1  P1  6  east
3088  7.252 118.8  21.100 14.95 49.2  G1  P1  6  east
3106  7.389 127.5  25.900 15.93 52.3  G1  P1  2  east
3107  7.394 135.9  45.300 24.52 52.8  G1  P1  2 south
3111  7.419 131.0  27.500 16.02 53.8  G1  P2  2 south
3131  7.501 132.5  26.500 15.09 52.5  G1  P1  2  east
3145  7.540 138.0  31.000 16.27 50.5  G1  P1  2 north
3161  7.600 148.5  35.500 16.09 53.6  G1  P1  2  city
3165  7.613 122.5  24.500 16.32 50.0  G1  P1  2  west
3179  7.709 132.0  34.600 19.85 55.2  G1  P1  2 south
3191  7.813 140.2  30.900 15.72 56.5  G1  P1  1  east
3196  7.849 132.1  42.500 24.35 55.2  G1  P1  2  city
3199  7.885 133.7  29.400 16.44 53.6  G1  P1  2  west
3209  7.964 132.8  27.000 15.30 49.5  G2  P1  4  west
3277  8.832 134.5  31.200 17.24 53.4  G1  P1  2  east
3279  8.859 124.8  31.000 19.90 51.6  G1  P1  1 north
3283  8.867 145.0  38.200 18.16 54.8  G2  P1  2 south
3296  8.908 137.8  30.000 15.79 54.7  G1  P1  2 south
3300  8.925 140.2  37.200 18.92 55.9  G1  P1  2 south
3315  8.977 123.0  24.900 16.45 53.8  G3  P1  2 south
3321  8.999 136.3  26.900 14.47 53.4  G1  P1  4  east
3323  9.004 151.2  48.200 21.08 50.5  G2  P1  2  west
3327  9.021 141.4  29.400 14.70 53.9  G1  P1  2  east
3329  9.021 132.7  30.000 17.03 53.6  G3  P2  6 south
3334  9.034 139.6  33.800 17.34 55.0  G2  P1  1  city
3357  9.119 140.0  28.000 14.28 52.1  G1  P1  2 north
3388  9.201 125.8  22.000 13.90 54.4  G1  P1  3  west
3398  9.234 139.8  35.600 18.21 53.0  G2  P1  2 south
3409  9.270 140.4  32.000 16.23 52.3  G2  P1  1  west
3416  9.303 142.2  31.600 15.62 51.5  G1  P1  3 north
3422  9.316 147.4  31.400 14.45 53.2  G1  P1  2 south
3429  9.368 132.7  25.900 14.70 52.7  G1  P1  2 south
3442  9.407 134.4  27.000 14.94 51.8  G1  P1  6 south
3449  9.426 146.0  36.500 17.12 51.4  G1  P1  3  west
3453  9.440 144.9  36.500 17.38 53.0  G1  P2  2  west
3455  9.451 136.0  27.500 14.86 51.4  G1  P1  2  east
3460  9.459 142.7  30.800 15.12 51.5  G1  P2  4  west
3481  9.511 144.5  30.300 14.51 52.6  G1  P2 12  east
3484  9.514 140.3  27.800 14.12 53.1  G1  P1  2  east
3486  9.514 138.0  31.000 16.27 50.4  G1  P1  2  west
3494  9.524 140.9  32.700 16.47 53.4  G1  P1  3  east
3518  9.577 141.1  35.300 17.73 53.2  G1  P1  4  east
3525  9.582 134.0  27.500 15.31 51.0  G2  P2  3 south
3533  9.604 139.7  32.600 16.70 53.0  G1  P1  4  west
3547  9.631 139.7  28.700 14.70 53.0  G2  P1  2 south
3596  9.768 148.2  32.800 14.93 55.8  G2  P1  3 south
3609  9.834 142.0  30.300 15.02 53.4  G1  P1  3  west
3624  9.869 141.8  33.900 16.85 53.4  G2  P1  4  west
3641  9.946 146.5  38.600 17.98 53.6  G1  P1  4  west
3651  9.990 149.0  37.300 16.80 53.7  G1  P1  2  west
3664 10.020 137.2  31.700 16.84 54.1  G1  P1  2 south
3671 10.028 148.5  47.700 21.63 56.0  G1  P2 12  east
3698 10.108 148.1  31.600 14.40 54.8  G1  P1  1  east
3710 10.132 134.0  26.500 14.75 50.1  G1  P1  3 south
3721 10.154 139.3  30.600 15.76 51.5  G2  P2  2 south
3722 10.157 153.1  40.800 17.40 56.1  G1  P1  3  city
3723 10.160 148.4  34.200 15.52 54.7  G3  P4  4  east
3724 10.160 141.3  39.500 19.78 52.4  G1  P1  4  city
3727 10.171 135.2  31.900 17.45 53.0  G2  P1  3  west
3792 10.360 145.7  40.400 19.03 56.0  G1  P1  2  west
3805 10.398 149.8  34.700 15.46 51.0  G2  P2 10  east
3814 10.422 158.8  39.800 15.78 54.2  G2  P1  4  west
3827 10.447 148.7  41.000 18.54 55.7  G1  P1  2  east
3834 10.477 142.6  32.500 15.98 53.0  G2  P2  4  city
3841 10.499 148.6  38.600 17.48 54.4  G2  P1  4 south
3847 10.510 152.5  38.100 16.38 52.7  G2  P1  9  west
3850 10.513 142.6  31.800 15.63 52.0  G2  P2  3  east
3865 10.554 146.3  40.400 18.87 53.0  G1  P1  2  east
3873 10.568 151.0  36.600 16.05 54.4  G1  P1  4  east
3880 10.581 141.2  33.800 16.95 53.7  G1  P1  3  east
3922 10.713 137.4  26.100 13.82 50.8  G1  P1  2 south
3924 10.715 135.2  26.500 14.49 51.3  G2  P1  4 south
3929 10.724 144.1  29.500 14.20 50.6  G1  P1  4  east
3969 10.880 148.6  36.400 16.48 54.4  G4  P1 10  east
3975 10.888 147.0  33.800 15.64 54.0  G1  P1  1 south
3988 10.945 149.0  45.600 20.53 56.1  G1  P2  4  city
3991 10.954 145.1  36.200 17.19 52.7  G2  P1 10  east
3994 10.967 137.4  29.600 15.67 50.5  G2  P1  9  west
3995 10.970 151.2  39.200 17.14 53.4  G1  P2  3  east
4000 10.992 148.5  35.300 16.00 52.7  G1  P1  2  west
4006 11.003 134.3  29.100 16.13 53.5  G1  P1  1  west
4009 11.011 148.8  44.200 19.96 55.4  G1  P2  2 north
4024 11.052 150.7  34.100 15.01 52.7  G1  P1 15 south
4059 11.126 139.6  32.700 16.77 54.3  G2  P2  4  east
4066 11.143 135.1  25.000 13.69 48.2  G1  P2  2  west
4067 11.143 148.3  41.500 18.86 53.7  G2  P2 10 south
4070 11.156 163.0  44.500 16.74 57.8  G2  P2  4 south
4072 11.159 144.5  49.700 23.80 57.2  G1  P1  4 south
4102 11.222 151.8  44.400 19.26 55.6  G1  P1  2 north
4103 11.225 154.0  37.000 15.60 52.5  G3  P3 12  west
4122 11.288 159.4  43.400 17.08 54.3  G1  P1  4  west
4173 11.446 147.9  42.200 19.29 51.4  G1  P2  3  east
4174 11.446 152.8  43.100 18.45 55.1  G1  P1  3  west
4186 11.482 148.7  37.200 16.82 52.9  G1  P1  3  east
4191 11.496 156.9  39.400 16.00 53.9  G2  P2 10  east
4210 11.545 160.2  40.800 15.89 54.8  G3  P3 10  east
4211 11.545 153.2  42.500 18.10 54.4  G1  P1  2  city
4227 11.583 154.0  39.800 16.78 54.9  G1  P1  6  east
4238 11.605 155.2  36.700 15.23 54.6  G2  P1  6 south
4240 11.611 151.0  33.800 14.82 55.0  G1  P1  5  west
4253 11.655 160.6  44.400 17.21 57.6  G2  P1  2 north
4254 11.665 152.5  38.000 16.33 53.7  G3  P2 12  east
4255 11.665 144.5  30.800 14.75 51.5  G2  P2  5  city
4266 11.690 148.0  35.200 16.07 50.9  G1  P1  2  west
4268 11.696 144.8  32.700 16.19 54.2  G1  P1  3  west
4273 11.709 144.7  35.200 16.81 52.3  G2  P4 10  east
4280 11.728 149.6  35.500 15.86 53.8  G1  P2  1 north
4293 11.759 153.2  42.800 18.23 53.4  G2  P2  2  city
4301 11.789 135.4  29.700 16.20 54.2  G2  P2  5 south
4302 11.791 152.8  43.500 18.63 54.2  G2  P1  3  city
4312 11.811 145.9  34.800 16.34 51.8  G2  P2  8  east
4318 11.827 151.0  33.000 14.47 53.0  G1  P1 15  west
4332 11.874 152.0  32.500 14.06 52.0  G1  P2  6  west
4349 11.926 156.5  44.500 18.16 53.0  G1  P1  6  west
4399 12.071 151.1  34.500 15.11 55.0  G1  P1  2  west
4457 12.232 155.5  46.300 19.14 57.0  G2  P1  3  east
4465 12.265 156.6  43.300 17.65 58.1  G3  P3 15  west
4481 12.292 145.8  39.200 18.44 54.1  G1  P1  3  west
4487 12.303 161.4  44.000 16.89 53.1  G2  P2  2  west
4501 12.342 158.1  54.900 21.96 58.5  G1  P1  3  west
4505 12.375 157.2  61.000 24.68 54.0  G1  P1  3 south
4506 12.377 149.3  38.000 17.04 54.7  G2  P2  4  west
4532 12.457 161.4  52.600 20.19 53.0  G2  P2  3 north
4552 12.501 170.5  53.400 18.36 56.4  G2  P1  6 south
4561 12.520 162.1  44.100 16.78 52.6  G2  P3  4  city
4569 12.542 160.5  49.100 19.06 54.4  G2  P2  8  west
4579 12.574 163.8  51.600 19.23 56.7  G2  P3 12  east
4585 12.583 163.3  52.600 19.72 56.2  G3  P3 15 south
4591 12.599 155.0  39.000 16.23 52.5  G2  P2  5  west
4604 12.629 163.2  46.600 17.49 56.2  G3  P3 12  west
4612 12.646 169.6  58.200 20.23 56.6  G1  P1  2  city
4646 12.741 172.0  79.500 26.87 55.0  G2  P3  8 south
4651 12.752 150.7  40.900 18.00 52.0  G1  P1 10  west
4658 12.766 167.2  50.600 18.09 56.9  G3  P2  8 south
4682 12.821 170.2  56.000 19.33 57.5  G4  P4 12  west
4721 12.933 169.5  54.800 19.07 55.7  G3  P3  8 south
4727 12.944 157.0  41.200 16.71 55.0  G2  P2  8 south
4745 12.991 148.7  31.100 14.06 51.0  G2  P2 15  east
4748 12.993 155.9  42.300 17.40 54.3  G4  P3  6  east
4750 12.996 171.5  49.700 16.89 55.6  G1  P1  2 north
4752 12.996 158.9  49.100 19.44 59.0  G3  P3 10  city
4755 13.002 156.2  34.000 13.93 50.6  G3  P3 10  east
4770 13.021 172.4  55.800 18.77 57.3  G3  P3 12 south
4809 13.108 164.0  61.700 22.94 55.3  G1  P1 10  east
4823 13.127 175.0  65.100 21.25 58.1  G2  P2  6  west
4824 13.127 180.0  57.800 17.83 55.5  G2  P4  8  east
4825 13.130 156.4  40.800 16.67 55.1  G2  P2 10  west
4840 13.171 159.3  44.000 17.33 52.5  G2  P3  4  east
4845 13.182 161.5  45.000 17.25 55.2  G3  P3  8 south
4847 13.188 168.1  53.400 18.89 57.3  G3  P2 15  east
4848 13.190 155.4  42.100 17.43 53.9  G3  P3  6 north
4887 13.275 161.2  37.000 14.23 53.6  G3  P2  4  city
4892 13.300 165.5  41.900 15.29 55.6  G2  P2  5  east
4894 13.300 147.2  32.500 14.99 52.1  G2  P2  5  city
4898 13.314 165.1  42.500 15.59 53.6  G1  P2  4  east
4916 13.374 160.0  48.100 18.78 55.0  G4  P4 10  west
4940 13.445 167.8  51.000 18.11 56.9  G2  P2  3  west
4943 13.453 156.7  39.100 15.92 53.0  G2  P1  8  west
4944 13.459 185.7  77.500 22.47 56.0  G4  P4 10  west
4959 13.486 156.2  46.600 19.09 55.6  G2  P2 10 south
4961 13.489 161.3  41.400 15.91 56.3  G3  P3 12  east
4966 13.500 161.5  60.200 23.08 56.1  G2  P2  3  city
4968 13.511 178.7  56.800 17.78 51.9  G2  P3 15  east
4972 13.519 157.5  43.900 17.69 53.1  G3  P3 10  east
4994 13.552 157.7  46.200 18.57 54.2  G2  P2  3  west
4997 13.555 159.1  45.500 17.97 54.5  G4  P4 12  city
5012 13.577 176.7  60.500 19.37 54.9  G4  P3 10  city
5023 13.604 165.0  53.500 19.65 57.7  G2  P3  3 north
5026 13.615 158.9  45.000 17.82 54.7  G4  P5 20  west
5039 13.631 179.0  54.900 17.13 53.5  G3  P4 20  east
5044 13.642 153.4  40.600 17.25 55.6  G3  P2  4 south
5047 13.656 146.9  34.700 16.07 55.1  G2  P3  3  city
5048 13.656 175.4  74.800 24.31 59.2  G4  P5 20  city
5064 13.686 168.7  46.100 16.19 55.4  G4  P4 10  east
5073 13.719 167.4  53.100 18.94 57.6  G5  P5 25  west
5085 13.749 155.5  36.500 15.09 52.9  G2  P1 12  east
5098 13.790 183.4  70.700 21.01 53.4  G5  P5 15  east
5113 13.839 162.1  44.900 17.08 52.5  G4  P3  8 north
5115 13.842 160.5  52.400 20.34 57.5  G4  P4 17  west
5126 13.883 176.2  48.100 15.49 53.9  G3  P4  8 south
5130 13.891 174.6  54.200 17.77 55.1  G4  P4 10 north
5131 13.894 161.9  47.300 18.04 51.2  G4  P3 10 south
5133 13.897 181.7  61.900 18.74 54.5  G4  P4 20  west
5147 13.924 144.8  35.100 16.74 54.2  G3  P4  8 north
5151 13.927 176.6  54.500 17.47 54.0  G5  P5 15  west
5159 13.938 156.9  50.000 20.31 54.5  G2  P2 10  west
5165 13.954 175.4  58.400 18.98 55.0  G4  P4 15  west
5166 13.963 183.4  62.500 18.58 59.3  G4  P5 12  west
5186 14.001 178.6  58.600 18.37 58.9  G4  P4 15  east
5206 14.045 170.0  54.700 18.92 52.7  G3  P4 10 south
5213 14.058 177.2  48.000 15.28 58.3  G5  P5 15  west
5219 14.069 170.6  59.200 20.34 55.1  G3  P3  8 north
5228 14.083 172.1  50.900 17.18 56.4  G4  P5  8  east
5234 14.094 169.1  54.000 18.88 55.5  G5  P5 25  city
5237 14.099 163.2  59.500 22.33 53.7  G4  P3 12 north
5247 14.121 159.2  42.700 16.84 53.6  G3  P3 10 south
5273 14.176 169.8  61.700 21.39 56.0  G4  P5 15  west
5288 14.209 170.9  54.800 18.76 53.9  G4  P4 15 south
5293 14.220 165.5  48.000 17.52 53.0  G5  P5 20  east
5326 14.297 167.4  50.000 17.84 55.1  G4  P3 20  east
5327 14.297 153.2  44.300 18.87 50.5  G2  P3 12  city
5330 14.302 173.5  65.800 21.85 58.5  G4  P5 10  west
5335 14.308 171.0  56.000 19.15 53.1  G4  P4 20 south
5343 14.332 164.1  49.100 18.23 54.9  G2  P2  8  city
5362 14.398 185.6  81.000 23.51 56.6  G5  P5 20  west
5363 14.398 156.1  43.200 17.72 56.0  G3  P5  8  west
5367 14.412 165.5  54.200 19.78 56.5  G4  P4 15  west
5369 14.414 166.5  53.900 19.44 56.7  G5  P3 10 south
5400 14.494 147.4  39.000 17.95 54.7  G5  P6  8 north
5410 14.527 160.7  52.000 20.13 65.0  G5  P5 12  west
5415 14.540 182.4  76.000 22.84 58.2  G5  P6 20  west
5416 14.543 173.7  69.500 23.03 57.3  G5  P5 12 north
5417 14.543 176.4  51.000 16.38 55.9  G5  P4  8  west
5420 14.546 167.3  61.000 21.79 55.0  G4  P2 10 south
5463 14.650 179.8  71.100 21.99 58.0  G5  P5 20  city
5471 14.666 159.8  49.000 19.18 55.2  G1  P2  5  east
5474 14.666 163.2  49.000 18.39 55.0  G3  P4 12  west
5478 14.669 182.9  57.200 17.09 56.7  G5  P5 20 south
5480 14.677 180.3  67.500 20.76 57.4  G4  P4 13  east
5496 14.721 169.1  50.700 17.73 56.3  G4  P3 10 south
5509 14.762 168.6  47.600 16.74 52.0  G4  P4 15  east
5516 14.787 168.5  54.200 19.08 55.0  G5  P4 15 south
5520 14.811 173.8  61.700 20.42 55.0  G4  P4 15 north
5522 14.811 179.0  66.500 20.75 58.1  G4  P5 25  east
5529 14.830 160.0  43.000 16.79 55.5  G5  P6 15  west
5534 14.839 178.5  49.900 15.66 56.6  G2  P4 12 south
5539 14.844 172.7  64.300 21.55 56.0  G4  P4 12 south
5542 14.852 180.9  60.200 18.39 57.3  G4  P6 10  west
5551 14.863 169.1  66.300 23.18 55.5  G5  P6 20  west
5553 14.872 175.8  61.700 19.96 56.0  G5  P5 20  west
5554 14.877 188.5  59.300 16.68 53.0  G1  P1  3 north
5557 14.885 175.3  56.000 18.22 57.6  G4  P4 15  west
5567 14.926 177.4  58.300 18.52 56.0  G5  P5 20 south
5571 14.934 156.0  60.500 24.86 56.9  G2  P3  8  east
5585 14.967 174.1  88.000 29.03 54.4  G3  P4 10  east
5594 14.984 165.8  52.300 19.02 54.6  G4  P4 15  east
5598 14.997 181.2  65.100 19.82 55.6  G4  P5 10 north
5602 15.003 188.0  91.600 25.91 59.8  G4  P4 12 south
5608 15.017 180.6  58.000 17.78 55.0  G5  P6  8  west
5610 15.025 185.5  62.700 18.22 56.4  G3  P4  8 north
5612 15.028 178.5  54.100 16.97 57.0  G5  P4 20 south
5619 15.055 172.5  64.000 21.50 57.2  G3  P4 15  west
5642 15.099 178.1  74.500 23.48 58.3  G3  P4 12  east
5654 15.129 176.9  58.600 18.72 54.3  G4  P5 20 south
5656 15.132 167.3  59.800 21.36 54.0  G5  P5 18 south
5665 15.145 177.4  57.500 18.27 55.3  G5  P3 12  east
5671 15.159 166.5  53.800 19.40 56.5  G5  P5 20  west
5675 15.162 176.8  54.800 17.53 54.3  G4  P4 15  east
5687 15.189 165.2  45.400 16.63 54.7  G5  P5 15 south
5692 15.200 175.4  54.200 17.61 56.3  G2  P2 12  east
5710 15.249 188.0  89.000 25.18 56.0  G5  P5 20  west
5714 15.266 175.2  62.500 20.36 55.2  G4  P4 15  east
5715 15.268 179.5  57.000 17.69 55.6  G3  P3  4 north
5731 15.304 175.0  63.500 20.73 58.0  G4  P4  6  city
5733 15.323 180.1  59.000 18.18 57.4  G1  P1  8  east
5746 15.359 179.2  61.700 19.21 55.2  G5  P5 20  west
5756 15.394 179.8  67.300 20.81 54.4  G4  P4 15  west
5763 15.411 173.3  54.100 18.01 58.0  G4  P4 25  east
5764 15.416 187.2  80.600 22.99 59.6  G4  P4 17 north
5769 15.427 172.8  56.700 18.98 56.0  G5  P4 25  east
5775 15.444 181.1  77.400 23.59 58.8  G5  P6 15  east
5777 15.449 165.1  45.000 16.50 55.6  G4  P4 20  west
5784 15.466 179.7  64.000 19.81 55.9  G5  P5 15  west
5789 15.474 192.2  80.200 21.71 59.3  G4  P5 20 north
5800 15.493 182.5 102.000 30.62 57.7  G5  P6 25  west
5806 15.504 172.0  52.300 17.67 56.9  G5  P5 20 south
5807 15.507 182.1  63.000 18.99 55.4  G5  P6 15 north
5813 15.520 162.5  51.500 19.50 54.5  G2  P2  4  city
5823 15.542 171.0  50.000 17.09 56.6  G2  P3  6 north
5830 15.556 183.3  61.500 18.30 53.6  G5  P5 15 north
5835 15.570 177.3  63.500 20.20 57.5  G5  P5 20  west
5856 15.622 184.1  70.500 20.80 58.4  G4  P4 15  city
5857 15.630 174.3  52.600 17.31 54.8  G3  P3 15 south
5858 15.633 186.0  67.000 19.36 53.5  G5  P6 20  east
5875 15.657 178.8  71.100 22.23 59.1  G5  P5 25 south
5879 15.663 172.7  58.600 19.64 57.1  G5  P6 15 south
5880 15.668 176.0  63.800 20.59 59.8  G5  P6 20  west
5883 15.674 176.6  56.900 18.24 56.8  G5  P5 25 south
5893 15.693 167.2  59.000 21.10 55.0  G5  P5 20  west
5897 15.704 182.8  67.100 20.08 56.6  G2  P5  4 north
5930 15.794 168.9  49.100 17.21 55.2  G5  P4 15 south
5947 15.838 177.0  63.500 20.26 58.0  G5  P6 25 south
5957 15.879 190.7  73.800 20.29 56.9  G5  P4 25  west
5958 15.882 175.9  62.900 20.32 58.0  G5  P5 20  east
5963 15.890 173.8  52.100 17.24 58.4  G5  P5 20 south
5964 15.893 168.6  56.000 19.70 54.9  G4  P5 15  city
5971 15.906 176.2  57.500 18.52 57.6  G4  P5 12  city
5975 15.912 180.0  65.200 20.12 55.0  G4  P5 12 north
5986 15.926 167.8  62.200 22.09 55.4  G4  P5 12 north
5989 15.937 185.2  56.800 16.56 56.6  G3  P3 15  west
5996 15.961 183.0  73.000 21.79 57.0  G4  P2 15 south
6005 15.989 187.8  64.800 18.37 56.8  G5  P6 13 north
6023 16.030 178.9  61.900 19.34 56.5  G4  P3 12  east
6029 16.049 186.7  70.600 20.25 56.3  G5  P5 20  east
6030 16.049 177.9  61.400 19.40 54.6  G5  P5 15  west
6033 16.062 183.9  61.500 18.18 56.0  G5  P6 15  west
6036 16.065 184.4  68.500 20.14 55.3  G5  P5 15 south
6037 16.068 186.5  70.700 20.32 57.0  G3  P5 25  west
6040 16.090 180.6  90.400 27.71 58.8  G5  P6 15 south
6047 16.109 170.8  48.500 16.62 54.7  G5  P6 25 south
6064 16.156 194.3 113.000 29.93 58.4  G3  P5  6 north
6067 16.175 193.5  70.000 18.69 53.5  G5  P6 15 north
6083 16.235 185.4  60.000 17.45 54.3  G5  P5 20 south
6085 16.246 183.5  76.000 22.57 55.9  G5  P5 25  west
6089 16.262 176.8  57.800 18.49 57.4  G5  P5 15 south
6090 16.268 170.0  66.000 22.83 57.0  G5  P5 15  city
6092 16.273 177.9  57.000 18.01 56.0  G5  P5 25  west
6117 16.355 171.0  59.100 20.21 58.0  G4  P4 20 south
6119 16.364 183.1  60.400 18.01 56.5  G4  P4 25  west
6131 16.399 184.4  84.500 24.85 58.2  G4  P5 20 north
6132 16.402 173.6  54.500 18.08 54.0  G5  P4 25 south
6138 16.427 195.5  69.000 18.05 56.0  G5  P6 25 south
6141 16.435 175.1  64.500 21.03 58.2  G5  P5 25 south
6144 16.443 190.5  60.500 16.67 57.0  G5  P5 15  city
6166 16.492 188.0  62.500 17.68 57.5  G5  P5 25 south
6182 16.536 185.3  83.000 24.17 56.8  G5  P6 25  west
6185 16.544 178.0  65.700 20.73 58.0  G5  P6 15  west
6187 16.547 181.8  72.000 21.78 57.2  G5  P5 20  city
6209 16.605 183.1  70.200 20.93 55.8  G4  P5 20 north
6214 16.616 170.5  47.600 16.37 55.2  G5  P5 18 south
6249 16.714 181.1  59.300 18.08 56.7  G4  P5 25  east
6251 16.717 180.2  66.400 20.44 56.4  G5  P5 20  west
6253 16.720 192.8  88.300 23.75 57.8  G5  P5 25  city
6262 16.741 189.8  70.300 19.51 59.2  G4  P5 20 north
6283 16.807 184.3  77.000 22.66 60.3  G5  P6 20  west
6311 16.900 190.2  69.400 19.18 55.7  G5  P6 25 north
6315 16.903 176.7  65.500 20.97 56.6  G5  P5 20  west
6333 16.939 173.4  54.600 18.15 56.0  G5  P6 12  west
6343 16.966 182.4  63.700 19.14 56.1  G5  P6 15  west
6361 16.999 179.0  68.100 21.25 56.0  G5  P6 25  east
6372 17.018 183.0  65.500 19.55 57.4  G5  P5 20 south
6375 17.023 165.2  56.200 20.59 56.7  G4  P5 25  city
6386 17.056 184.0  67.000 19.78 58.5  G5  P5 25 south
6416 17.117 183.2  69.300 20.64 56.5  G5  P6 25  west
6439 17.204 177.5  66.000 20.94 50.5  G5  P6 20 south
6480 17.327 170.5  75.000 25.79 59.6  G4  P5 10 north
6482 17.333 180.3  76.800 23.62 60.5  G5  P6 20  east
6483 17.336 183.9  66.300 19.60 56.9  G4  P4 20  east
6486 17.347 180.5  76.000 23.32 56.5  G4  P5 25  east
6502 17.374 174.5  70.100 23.02 58.7  G3  P5  8  east
6522 17.426 183.2  57.900 17.25 54.4  G3  P3 10 north
6523 17.429 195.5  74.500 19.49 58.0  G5  P6 15  west
6525 17.431 182.0  65.000 19.62 56.5  G5  P5 25  west
6528 17.440 171.4  71.700 24.40 58.7  G4  P5 20  east
6534 17.464 185.0  67.000 19.57 59.5  G5  P5 15  west
6539 17.467 173.6  55.500 18.41 55.7  G4  P4 10 north
6547 17.483 182.4  71.000 21.34 53.6  G5  P6 20  east
6562 17.544 164.3  64.000 23.70 56.5  G5  P5 20  west
6566 17.555 190.0  97.000 26.86 59.0  G5  P6 20 south
6567 17.560 186.5  71.200 20.47 57.3  G5  P6 20  west
6568 17.560 164.3  56.400 20.89 57.0  G5  P5 18  west
6569 17.571 187.1  78.500 22.42 59.7  G5  P6 20  east
6573 17.579 181.6  66.000 20.01 55.5  G2  P4 17  city
6583 17.604 168.6  64.500 22.69 57.7  G5  P6 25 south
6611 17.678 176.4  72.800 23.39 56.6  G5  P5 14 north
6614 17.681 164.9  64.100 23.57 60.2  G5  P6 20 south
6617 17.694 195.7  80.000 20.88 59.4  G5  P6 15 north
6633 17.730 172.5  70.000 23.52 57.5  G5  P6 20  east
6641 17.749 174.0  94.900 31.34 56.3  G5  P5 25  west
6647 17.757 196.2  81.000 21.04 59.7  G5  P6 15  west
6685 17.911 183.6  61.000 18.09 56.8  G5  P6 20  east
6686 17.911 181.2  86.800 26.43 58.3  G5  P5 15 north
6693 17.938 180.3  83.000 25.53 55.4  G5  P6 25  west
6700 17.957 172.2  64.500 21.75 56.3  G5  P6 20  west
6724 18.039 187.1  87.700 25.05 58.8  G5  P6 20 south
6744 18.094 170.0  51.000 17.64 57.0  G5  P6 18 south
6754 18.119 187.6  70.600 20.06 58.3  G5  P6 20  west
6756 18.121 171.6  58.400 19.83 57.1  G5  P6 15 south
6782 18.209 177.9  63.400 20.03 58.2  G4  P5 15 south
6789 18.220 187.4  79.000 22.49 58.4  G5  P6 25 south
6829 18.343 180.7  80.000 24.50 60.3  G5  P6 25  west
6831 18.349 193.6  69.200 18.46 58.8  G5  P6 25  east
6844 18.406 180.5  81.000 24.86 55.8  G4  P5 15 north
6857 18.450 181.7  62.500 18.93 54.9  G5  P5 20  west
6858 18.453 170.5  53.500 18.40 55.3  G5  P5 20  city
6862 18.458 178.2  62.400 19.65 58.5  G5  P6 15  west
6878 18.507 193.5  92.000 24.57 59.0  G3  P6 20 north
6886 18.532 186.5  67.300 19.34 58.2  G5  P6 20 south
6892 18.551 193.0  71.700 19.24 56.9  G4  P6 12 south
6916 18.606 172.4  57.200 19.24 55.2  G5  P6 25 south
6923 18.617 188.0  61.900 17.51 55.5  G5  P5 20 south
6937 18.655 189.0  60.000 16.79 56.0  G5  P6 20  east
6943 18.677 196.7  75.000 19.38 58.6  G5  P6 15 north
6961 18.735 191.5  79.000 21.54 59.0  G5  P6 20 south
6963 18.737 191.0  81.300 22.28 60.0  G5  P6 25  east
6964 18.743 192.0  99.000 26.85 59.5  G5  P6 25  east
6965 18.743 179.6  61.000 18.91 55.9  G5  P6 25  west
6973 18.762 181.5  79.900 24.25 56.9  G5  P6 20 south
6975 18.765 180.2  74.600 22.97 55.9  G5  P5 20  west
6977 18.773 189.4  69.600 19.40 55.6  G5  P6 20  west
6981 18.792 174.8  56.000 18.32 53.9  G5  P6 15  west
7001 18.850 179.8  62.600 19.36 55.9  G4  P6 25  city
7023 18.929 188.8  75.800 21.26 57.3  G5  P6 14 north
7032 18.959 185.1  76.200 22.24 56.1  G5  P6 16 north
7047 19.011 180.3  77.500 23.84 58.5  G5  P4 15 north
7055 19.028 187.1  77.800 22.22 57.9  G4  P5 15 north
7062 19.049 176.9  65.200 20.83 54.9  G5  P5 20 south
7064 19.052 180.5  77.000 23.63 57.0  G5  P6 20  west
7066 19.060 180.8  93.800 28.69 55.8  G4  P5 15 south
7068 19.063 175.0  72.400 23.64 58.0  G5  P6 25 south
7073 19.077 182.7  70.000 20.97 56.4  G5  P5 25  west
7083 19.099 198.0  80.000 20.40 57.0  G5  P6 20  east
7088 19.104 186.1  72.500 20.93 58.7  G5  P6 20 south
7101 19.148 186.5  71.900 20.67 59.5  G5  P5 20  west
7122 19.227 180.0  66.600 20.55 55.5  G5  P5 25  west
7132 19.282 185.2  71.500 20.84 57.8  G5  P5 20 south
7135 19.290 180.9  94.400 28.84 58.6  G5  P6 20 south
7141 19.310 177.1  60.100 19.16 57.8  G5  P6 20 south
7152 19.367 178.0  78.100 24.64 57.2  G5  P5 25  west
7160 19.405 173.8  59.300 19.63 55.8  G5  P6 15  west
7161 19.408 192.7 100.100 26.95 58.2  G5  P5 25  east
7173 19.471 191.0  87.100 23.87 58.4  G4  P6 15 north
7184 19.501 186.8  78.500 22.49 57.9  G5  P5 20 north
7187 19.512 182.5  63.000 18.91 56.5  G5  P6 15  west
7192 19.526 180.8  75.000 23.39 55.0  G5  P6 20  west
7200 19.575 195.0  88.900 23.37 60.0  G5  P6 25  west
7218 19.630 181.0  65.100 19.87 53.9  G5  P6 25  west
7221 19.633 182.1  75.000 22.61 57.4  G5  P6 25  west
7234 19.671 179.0  78.000 24.34 57.0  G3  P5 25  east
7240 19.707 172.5  70.600 23.72 55.9  G5  P6 20  east
7247 19.739 177.0  65.500 20.90 56.1  G5  P6 20  west
7257 19.778 178.2  62.500 19.68 57.8  G5  P5 20 south
7278 19.868 186.0  76.100 21.99 59.0  G5  P6 25  west
7293 19.926 192.3 117.400 31.74 57.6  G5  P6 18 north
7297 19.934 181.8  76.200 23.05 58.8  G5  P6 20  east
7300 19.942 193.1  93.600 25.10 60.0  G5  P5 25  city
7308 19.978 189.5  88.100 24.53 56.9  G5  P6 25  west
7319 20.010 170.0  68.800 23.80 55.5  G5  P6 25  east
7328 20.030 178.6  71.000 22.25 57.2  G5  P5 25  city
7329 20.032 184.0  73.000 21.56 56.0  G5  P6 20 north
7362 20.117 188.7  89.400 25.10 58.1  G5  P6 25  east
7396 20.281 185.1  81.100 23.67 58.8  G5  P6 20 south
7405 20.323 182.5  69.000 20.71 59.0  G5  P6  8 north
7410 20.372 188.7  59.800 16.79 55.2  G5  P5 20  west
7418 20.429 181.1  67.200 20.48 56.6  G4  P5 15 north
7444 20.761 189.1  88.000 24.60 56.9  G5  P6 25  west
7447 20.780 193.5  75.400 20.13 56.7  G5  P6 20  west
7451 20.813 189.0  78.000 21.83 59.9  G5  P6  8 north
7475 21.177 181.8  76.500 23.14 53.0  G5  P4 20  east

$`4`
        age   hgt     wgt   bmi   hc gen phb tv   reg
3     0.035  50.1   3.650 14.54 33.7  G1  P2  3 south
4     0.038  53.5   3.370 11.77 35.0  G1  P2  1 south
18    0.057  50.0   3.140 12.56 35.2  G4  P4  2 south
23    0.060  54.5   4.270 14.37 36.7  G3  P4  3 south
28    0.062  57.5   5.030 15.21 37.3  G2  P2  1 south
36    0.068  55.5   4.655 15.11 37.0  G1  P2  2 south
37    0.068  52.5   3.810 13.82 34.9  G2  P3  3 south
38    0.071  53.0   3.890 13.84 35.8  G2  P3  2  west
39    0.071  55.1   3.880 12.77 36.8  G2  P3  2  west
43    0.073  54.5   4.200 14.14 38.0  G2  P3  1  east
53    0.076  58.5   5.920 17.29 40.5  G2  P2  3  west
60    0.079  55.0   4.430 14.64 38.0  G4  P4  2  east
62    0.079  58.5   5.745 16.78 38.5  G1  P1  3  city
75    0.082  59.5   5.100 14.40 39.1  G2  P2  2  west
85    0.084  52.5   4.120 14.94 37.3  G2  P2  1  east
93    0.084  54.0   4.500 15.43 37.0  G1  P1  2 south
99    0.087  59.5   5.130 14.49 38.0  G1  P1  2  west
103   0.087  58.5   4.540 14.97 39.0  G1  P1  1  west
113   0.090  55.7   4.070 13.11 36.6  G1  P1  2  east
127   0.093  56.0   5.410 17.25 40.0  G1  P1  2 north
138   0.093  56.0   4.800 15.30 38.0  G1  P2  2  west
140   0.093  53.5   4.150 14.49 39.0  G2  P4  2  west
159   0.098  55.4   4.350 14.17 38.1  G2  P2  2  west
167   0.101  55.8   5.060 16.25 38.5  G1  P1  2  east
177   0.104  54.0   4.230 14.50 38.1  G2  P1  1 south
184   0.109  58.0   5.520 16.40 38.2  G3  P1  2  west
189   0.112  59.0   4.820 13.84 38.0  G1  P1  1  west
198   0.117  57.0   5.260 16.18 40.0  G1  P2  2 north
201   0.117  54.9   4.450 14.76 37.5  G2  P1  2 south
207   0.123  62.0   5.420 14.09 40.5  G1  P2  2  west
217   0.128  58.0   5.000 14.86 38.8  G1  P1  3 south
226   0.134  58.5   4.950 14.46 40.0  G1  P1  2  west
238   0.142  58.0   5.220 15.51 40.1  G1  P1  2 north
240   0.142  57.3   5.090 15.50 39.7  G1  P1  2  east
248   0.147  57.3   4.950 15.07 36.8  G1  P2  2 north
251   0.147  57.0   5.170 15.91 40.2  G2  P1  1  city
253   0.147  58.0   5.120 15.21 38.5  G1  P2  1  west
258   0.150  56.0   5.260 16.77 40.5  G1  P2  2  west
270   0.153  57.5   4.950 14.97 39.2  G2  P3  1  west
272   0.153  60.6   5.475 14.90 40.3  G1  P1  3 south
273   0.153  64.0   6.260 15.28 49.2  G1  P2  3 south
284   0.158  60.5   5.750 15.70 39.5  G1  P1  3  west
304   0.164  59.9   5.070 14.13 39.8  G2  P4  3 north
310   0.164  55.0   3.730 12.33 37.8  G4  P5  3  west
317   0.167  59.0   5.080 14.59 39.8  G2  P3  2  west
328   0.169  60.3   4.990 13.72 40.3  G1  P2  1  city
336   0.172  59.0   5.310 15.25 38.0  G3  P3  2  west
337   0.172  58.5   5.080 14.84 36.2  G1  P1  3  city
345   0.172  60.0   5.090 14.13 39.0  G1  P3  1  west
349   0.172  57.5   4.660 14.09 36.2  G1  P2  3 south
365   0.177  61.5   6.680 17.66 42.0  G1  P2  2  west
366   0.177  57.5   9.540 17.77 40.4  G1  P1  3  west
399   0.188  58.5   6.030 17.61 41.5  G2  P2  2  east
416   0.191  61.8   5.560 14.55 39.9  G1  P1  1  west
418   0.191  56.9   4.140 12.78 35.7  G2  P3  1 south
431   0.197  58.0   4.550 13.52 38.3  G2  P3  3 south
432   0.197  56.0   4.480 14.28 38.3  G3  P2  2 south
434   0.199  61.0   5.830 15.66 39.9  G1  P2  2  east
438   0.202  60.0   4.790 13.30 38.2  G1  P2  3  west
463   0.224  62.5   6.310 16.15 40.3  G1  P1  2  east
489   0.243  62.5   5.580 14.28 42.0  G1  P4  3  west
495   0.246  60.4   5.900 16.17 40.9  G1  P2  3  east
511   0.249  65.5   7.155 16.67 42.4  G1  P1  3 south
514   0.251  63.2   5.670 14.19 42.2  G2  P2  2  east
520   0.251  60.0   6.495 18.04 38.5  G1  P2  3  city
525   0.251  57.6   5.870 17.69 42.2  G1  P1  3 south
532   0.254  65.5   6.720 15.66 47.7  G1  P1  2  city
543   0.257  61.6   6.920 18.23 39.6  G1  P1  3  east
552   0.257  59.0   6.260 17.98 38.5  G1  P1  1  city
553   0.257  63.0   7.380 18.59 41.5  G1  P1  1  west
555   0.257  60.0   5.740 15.94 39.5  G1  P2  2  west
571   0.260  58.0   4.930 14.65 38.8  G1  P2  2  west
577   0.262  61.0   6.200 16.66 40.6  G1  P1  2  east
599   0.268  59.5   5.530 15.62 41.0  G1  P2  2  west
607   0.271  61.5   6.170 16.31 41.0  G1  P1  1  west
608   0.271  60.5   6.360 17.37 41.6  G1  P1  2  city
623   0.276  63.0   6.140 15.46 41.0  G1  P2  2  west
625   0.276  64.0   6.740 16.45 40.9  G2  P2  2 south
627   0.279  58.2   5.050 14.90 41.0  G1  P2  3  east
648   0.295  61.5   6.540 17.29 43.0  G1  P2  2  city
654   0.314  63.0   7.380 18.59 41.8  G1  P1  2  west
666   0.334  66.5   7.190 16.25 43.6  G2  P1  2  city
670   0.339  66.7   7.090 15.93 43.0  G1  P1  1  west
693   0.380  64.0   7.100 17.33 43.0  G1  P1  2 south
698   0.396  67.5   7.930 17.40 42.3  G1  P1  2 south
705   0.402  62.1   6.200 16.07 42.2  G1  P1  2 south
706   0.405  64.0   7.950 19.40 44.0  G1  P1  2  city
707   0.405  67.5   7.660 16.81 44.4  G1  P2  1  west
745   0.465  64.5   6.950 16.70 43.4  G1  P1  2 south
755   0.481  67.5   8.650 18.98 44.8  G1  P1  3  west
770   0.495  68.0   8.600 18.59 46.0  G2  P1  1  east
795   0.511  67.1   7.100 15.76 42.5  G1  P1  2  east
798   0.511  69.5   8.300 17.18 44.5  G1  P1  1  west
800   0.511  69.0   7.275 15.28 43.0  G1  P1  2 south
804   0.514  68.5   7.030 14.98 43.2  G2  P2  2  west
818   0.522  67.8   7.810 16.98 43.0  G1  P1  1  west
849   0.547  71.0   9.210 18.27 43.1  G1  P1  2 south
850   0.550  67.0   7.215 16.07 43.4  G2  P1  2  city
851   0.555  67.1   7.785 17.29 44.5  G1  P1  3  city
856   0.561  69.5   8.860 18.34 45.5  G2  P1  2  west
873   0.594  70.8   8.970 17.89 45.2  G1  P1  2 north
890   0.626  70.0   9.230 18.83 46.5  G1  P2  2  west
902   0.654  71.0   7.960 15.79 45.0  G2  P2  2  west
911   0.673  71.0   9.000 17.85 46.5  G1  P1  2 north
919   0.689  73.0   7.740 14.52 43.0  G1  P1  2  city
926   0.703  68.0   7.660 16.56 44.1  G2  P1  2  city
929   0.706  73.0   9.300 17.45 46.3  G1  P1  1 south
934   0.714  76.1  10.910 18.83 45.0  G1  P1  1  city
936   0.717  67.5   8.140 17.86 45.2  G1  P1  2  west
948   0.731  70.9   8.620 17.14 46.4  G1  P2  2 south
964   0.739  74.0   8.640 15.77 44.1  G1  P2  2  west
1001  0.758  74.0  10.090 18.42 47.2  G1  P1  2  east
1006  0.761  71.0   9.020 17.89 46.3  G1  P1  2  east
1020  0.769  69.0   9.400 19.74 46.6  G2  P1  2  east
1031  0.777  75.0   9.425 16.75 45.5  G1  P1  2  city
1042  0.783  72.0   8.800 16.97 47.5  G3  P2  2 south
1046  0.788  76.0  10.016 17.34 49.0  G1  P2  2  city
1054  0.796  69.8   7.590 15.57 47.5  G3  P2  2  west
1062  0.804  74.0   9.050 16.52 45.0  G1  P1  2  west
1063  0.807  74.2   9.540 17.32 46.4  G1  P1  2  east
1065  0.807  76.2   9.960 17.15 45.8  G1  P1  1  east
1066  0.810  75.0   9.620 17.10 46.5  G1  P1  2  west
1079  0.829  64.0   6.900 16.84 44.0  G1  P1  2  west
1118  0.911  76.7  10.330 17.55 45.4  G2  P2  3 south
1120  0.917  74.5  10.390 18.71 44.5  G3  P2  2  west
1121  0.917  72.8   9.130 17.22 45.7  G2  P2  1 south
1122  0.919  75.0   9.840 17.49 46.8  G1  P1  1  east
1123  0.919  78.5  11.700 18.98 47.7  G2  P2  2  west
1128  0.925  78.0   9.660 15.87 46.2  G1  P1  2 south
1150  0.950  74.0   9.575 17.48 48.0  G1  P2  3  east
1154  0.950  76.0  10.620 18.38 48.2  G1  P1  2 south
1170  0.960  73.5   8.740 16.17 44.5  G1  P1  2  west
1177  0.969  84.0  11.470 16.25 49.0  G1  P1  2  west
1188  0.977  78.3  11.040 18.00 47.0  G2  P1  2  city
1209  0.991  72.5  10.220 19.44 47.5  G1  P1  1 south
1212  0.996  77.1  10.390 17.47 47.1  G1  P1  2 north
1226  1.004  77.5  10.110 16.83 46.0  G1  P1  3  west
1232  1.007  74.0   9.250 16.89 47.5  G1  P2  2  east
1253  1.021  68.0   6.945 15.01 46.3  G1  P1  1  east
1257  1.021  77.5  10.700 17.81 46.5  G1  P1  1  west
1278  1.040  77.5   9.300 15.48 46.3  G1  P1  3 north
1285  1.048  79.5  11.270 17.83 49.0  G1  P1  1  west
1299  1.062  74.1  10.560 19.23 45.0  G1  P1  2  city
1301  1.062  81.2  11.940 18.10 46.6  G1  P1  3  east
1314  1.086  74.5   8.920 16.07 45.1  G2  P1  2  west
1331  1.138  77.0   8.880 14.97 46.0  G1  P1  2 south
1349  1.171  77.0  10.910 18.40 45.9  G2  P1  2  east
1363  1.182  78.6   9.410 15.23 42.3  G1  P1  3  city
1372  1.188  81.0  13.190 20.10 49.9  G1  P1  1  west
1377  1.190  78.5   9.840 15.96 46.2  G2  P1  2 south
1384  1.193  76.5   9.960 17.01 47.0  G1  P1  1 south
1395  1.201  75.2  10.090 17.84 49.0  G1  P1  2 south
1398  1.204  77.5  11.700 19.47 46.6  G1  P1  2 south
1409  1.210  78.0  10.150 16.68 48.6  G1  P1  1  city
1414  1.212  80.0  11.080 17.31 49.3  G1  P2  2  west
1415  1.212  79.0  10.220 16.37 48.1  G2  P1  2  west
1423  1.215  78.5  10.085 16.36 47.0  G1  P1  2 south
1439  1.229  82.9  10.860 15.80 48.5  G1  P1  2  east
1450  1.237  77.5   9.230 15.36 46.5  G1  P2  2 south
1456  1.240  83.0  12.500 18.14 48.5  G1  P1  2 south
1463  1.242  76.0  10.100 17.48 46.6  G1  P1  3  city
1466  1.242  76.2  10.280 17.70 47.5  G1  P1  2 south
1468  1.245  81.0  12.000 18.28 48.2  G1  P1  2  east
1473  1.248  82.7  12.100 17.69 48.3  G1  P1  1  east
1489  1.262  81.1  10.720 16.29 49.2  G1  P1  2  east
1507  1.284  82.0   9.980 14.84 48.0  G1  P1  3  east
1511  1.292  79.0  10.700 17.14 47.3  G1  P2  2 north
1519  1.300  80.0  10.440 16.31 48.7  G1  P1  3  east
1522  1.305  82.5  11.100 16.30 50.5  G1  P1  1  west
1524  1.308  81.0  10.410 15.86 47.3  G1  P1  2  city
1526  1.311  78.5  10.230 16.60 45.6  G2  P1  3 south
1579  1.426  77.2   9.800 16.44 46.0  G1  P2  1 south
1594  1.456  87.5  13.000 16.97 48.1  G2  P2  2 south
1617  1.481  77.5  12.040 17.25 47.5  G2  P2  2 north
1618  1.481  78.7  10.385 16.76 47.6  G1  P1  2  east
1620  1.486  80.5  11.700 18.05 48.0  G1  P1  3  west
1628  1.492  84.0  11.900 16.86 47.9  G1  P1  3  east
1632  1.494  74.0  11.500 19.74 47.0  G1  P1  1  west
1661  1.514  84.5  12.300 17.22 50.0  G2  P1  2  west
1664  1.514  80.0  10.100 15.78 47.0  G2  P1  2  west
1676  1.522  77.5   9.200 15.31 48.5  G1  P1  2  west
1681  1.527  86.5  12.490 16.69 50.7  G1  P1  3  east
1684  1.530  80.0  10.785 16.85 46.1  G2  P2  1 north
1687  1.530  64.0  12.400 18.46 47.7  G1  P1  2  west
1695  1.535  81.0   9.850 15.01 47.7  G1  P1  3  west
1710  1.552  85.0  11.970 16.56 50.0  G1  P1  1  west
1732  1.579  85.5  11.300 15.45 46.3  G1  P1  3  west
1737  1.582  85.2  14.200 19.56 48.6  G1  P1  2  west
1739  1.585  82.7  11.700 17.38 48.0  G1  P1  1  west
1756  1.598  85.5  12.700 17.37 49.2  G1  P1  2 south
1792  1.675  77.0  11.000 19.44 47.2  G2  P1  2  west
1805  1.697  80.0  14.400 17.73 48.1  G1  P1  2  city
1840  1.752  81.5   9.700 14.60 47.0  G1  P1  2  east
1873  1.785  86.5  12.300 16.43 47.1  G1  P1  2 south
1876  1.790  90.2  14.500 17.82 51.2  G1  P1  3  east
1877  1.793  86.0  13.400 18.11 47.0  G1  P1  1 north
1882  1.798  81.8  10.535 15.74 46.7  G1  P1  2 north
1887  1.801  85.3  11.450 15.73 49.0  G1  P1  1 south
1903  1.826  83.7  10.610 15.14 46.5  G2  P2  2  west
1916  1.839  81.0  12.300 18.08 49.3  G1  P1  3 south
1926  1.845  88.0  12.200 15.75 48.8  G1  P1  2 south
1927  1.848  76.0  13.200 19.02 50.0  G4  P3  3 north
1932  1.853  90.2  14.050 17.26 51.5  G1  P1  3  city
1936  1.859  85.5  12.800 17.50 48.5  G1  P1  2 south
1940  1.867  80.0  15.000 18.63 49.3  G4  P3  1 south
1947  1.878  87.5  11.300 14.75 49.5  G1  P1  3  west
1969  1.911  94.2  12.400 14.86 50.2  G2  P1  3 south
1979  1.938  77.2  15.200 18.54 46.4  G1  P1  2  city
1983  1.941  87.0  12.900 17.04 50.5  G2  P1  2  west
1990  1.957  91.0  13.400 17.34 50.0  G3  P2  2  west
1991  1.960  86.0  11.000 16.36 49.7  G2  P2  1  east
2000  1.973  77.5  12.300 17.09 48.9  G1  P1  3 south
2008  1.979  89.0  12.100 15.27 49.5  G1  P1  3 south
2009  1.979  83.7  11.600 16.31 49.1  G1  P1  2 south
2018  1.990  87.5  12.900 16.97 48.7  G1  P1  2  east
2020  1.993  93.1  13.800 15.92 49.3  G1  P1  2  east
2044  2.020  88.3  13.000 16.67 50.0  G1  P1  2 north
2071  2.045  92.2  14.600 17.17 49.3  G1  P1  2  west
2076  2.050  85.7  12.700 17.29 46.3  G1  P1  2 south
2104  2.088  90.2  13.000 15.97 48.5  G1  P1  2  city
2113  2.113  94.2  14.800 16.67 49.8  G1  P1  2 south
2122  2.127  90.5  12.000 14.65 49.1  G2  P1  2  west
2125  2.132  90.2  13.000 15.97 49.5  G2  P2  2  west
2139  2.157  93.9  13.700 15.53 47.6  G1  P1  2 south
2144  2.168  91.2  11.500 13.82 48.6  G1  P1  2 south
2148  2.173  91.2  14.700 17.67 51.1  G2  P2  1  west
2154  2.182  88.4  14.000 17.91 51.1  G1  P1  1 south
2162  2.190  96.5  13.800 14.81 48.7  G1  P1  3  east
2168  2.198  94.2  14.980 16.88 51.0  G1  P1  1 north
2174  2.209  91.7  13.700 16.29 48.1  G1  P1  3  east
2180  2.228  91.6  12.800 15.25 47.6  G2  P2  2 south
2186  2.264  89.0  13.900 17.54 51.4  G2  P1  1  west
2220  2.381  91.5  11.500 13.73 49.9  G1  P1  1 south
2227  2.412  96.2  15.000 16.20 49.9  G1  P1  2 south
2242  2.455  92.5  15.200 17.76 50.0  G2  P1  1  west
2249  2.458  92.0  15.600 18.43 51.0  G1  P1  2 south
2269  2.491  88.5  11.200 14.29 48.8  G1  P1  2  east
2277  2.502  91.1  15.800 19.03 49.7  G2  P1  2 south
2280  2.507  97.2  16.900 17.88 52.2  G1  P1  2  east
2289  2.524 100.4  19.400 19.24 53.2  G1  P1  2  east
2306  2.559  95.0  12.500 13.85 51.4  G2  P1  2  west
2313  2.576  86.0  10.700 14.46 49.5  G1  P1  2 north
2337  2.622 100.0  15.800 15.80 52.0  G1  P1  2  west
2338  2.625  99.0  16.500 16.83 53.0  G1  P1  2  west
2355  2.672  97.9  16.100 16.79 51.6  G2  P2  2 south
2366  2.715  91.0  13.800 16.66 51.0  G1  P1  2  east
2414  2.866  94.0  16.000 18.10 50.0  G2  P1  1  east
2418  2.872  95.2  14.400 15.88 49.8  G1  P1  1 south
2419  2.874  95.0  14.000 15.51 49.5  G2  P1  2 south
2423  2.885  91.4  14.800 17.71 49.0  G1  P1  2  east
2436  2.913  96.5  14.500 15.57 46.2  G2  P3  3 south
2448  2.929  95.3  13.500 14.86 51.2  G1  P1  2 north
2457  2.956 102.0  18.400 17.68 53.0  G1  P1  2  west
2476  2.981 100.5  15.200 15.04 50.2  G1  P1  1  east
2484  2.989  95.5  15.700 17.21 49.7  G1  P1  2  west
2519  3.041  94.5  14.700 16.46 52.0  G1  P1  1 south
2522  3.047  94.0  13.800 15.61 49.3  G2  P1  1 south
2531  3.058  92.6  12.800 14.92 49.3  G1  P1  2  west
2532  3.058  97.8  14.200 14.84 47.9  G1  P1  3 south
2535  3.060 102.3  16.600 15.86 50.4  G1  P2  1  east
2538  3.066  97.1  15.400 16.33 50.0  G2  P1  1  west
2540  3.069 104.9  17.600 15.99 51.0  G2  P1  1  east
2552  3.093  98.7  14.800 15.19 50.7  G2  P2  3 south
2553  3.093  99.6  15.300 15.42 52.2  G1  P1  1 south
2555  3.099  99.5  13.600 13.73 49.6  G1  P1  2  city
2561  3.107 103.5  16.200 15.12 52.0  G1  P1  2 south
2565  3.115 100.0  16.000 16.00 49.7  G1  P1  3 south
2583  3.184 100.0  15.500 15.50 50.3  G1  P1  2 north
2609  3.304 108.0  17.500 15.00 53.4  G1  P1  2 north
2616  3.342 100.5  18.100 17.92 51.3  G1  P1  1  west
2626  3.408  99.5  15.000 15.15 52.2  G2  P1  2  west
2632  3.433  99.0  17.000 17.34 53.0  G1  P1  2  city
2651  3.583 101.0  15.900 15.58 49.0  G2  P2  2  west
2663  3.701 105.1  17.800 16.11 52.1  G1  P1  2  west
2664  3.707  98.0  14.900 15.51 49.7  G1  P1  2  west
2667  3.720 105.8  19.000 16.97 51.7  G1  P2  2  east
2673  3.731 104.0  16.900 15.62 53.1  G1  P1  2  east
2678  3.745 106.0  16.000 14.23 53.5  G1  P1  2  east
2680  3.748 106.5  18.600 16.39 50.2  G2  P2  2 south
2685  3.750 106.0  17.700 15.75 50.5  G1  P1  2  west
2689  3.761 111.1  19.000 15.39 51.8  G1  P1  1  east
2713  3.827  99.0  14.500 14.79 52.3  G2  P1  3  city
2740  3.890 104.2  17.100 15.74 51.2  G1  P1  1  east
2748  3.912 108.1  21.000 17.97 52.5  G2  P1  3 south
2772  3.956 107.0  18.300 15.98 53.4  G1  P1  3  west
2777  3.964 104.7  14.600 13.31 47.6  G2  P2  2 south
2792  4.013 105.2  16.000 14.45 49.0  G1  P1  2 south
2811  4.046 104.5  16.350 14.97 50.0  G1  P1  1 south
2829  4.197 108.0  18.000 15.43 51.0  G1  P2  2 north
2841  4.295 106.5  17.200 15.16 49.2  G1  P1  3 south
2850  4.383 106.3  19.600 17.34 50.3  G2  P1  2 south
2874  5.196 111.1  20.900 16.93 54.0  G1  P1  1  east
2883  5.286 128.7  30.600 18.47 55.0  G1  P1  3  east
2885  5.292 109.3  19.600 16.40 52.4  G2  P1  3 south
2891  5.333 112.9  19.100 14.98 53.0  G1  P1  2 south
2892  5.338 123.0  28.100 18.57 52.5  G1  P1  2  city
2932  5.533 116.3  20.200 14.93 50.0  G2  P2  2  west
2957  5.626 119.1  23.600 16.63 53.8  G2  P2  3  east
2959  5.637 128.7  28.400 17.14 54.2  G1  P1  2  east
2977  5.782 124.8  25.100 16.11 53.8  G1  P2  2 north
2978  5.782 119.6  21.500 15.03 53.0  G1  P1  2  west
2984  5.820 112.9  21.000 17.86 52.3  G1  P1  2  west
2985  5.837 117.3  20.300 14.75 54.4  G2  P2  3  east
2996  5.935 119.1  19.500 13.74 51.6  G2  P3  2  west
3005  6.017 128.1  27.800 16.94 53.3  G1  P1  2 south
3018  6.113 124.6  27.000 17.39 51.5  G2  P1  2  west
3058  6.819 121.1  21.500 14.66 51.5  G1  P1  3  west
3060  6.841 125.7  31.200 19.74 54.1  G1  P1  2  west
3075  7.041 130.5  27.000 15.85 55.0  G2  P1  1  city
3083  7.170 133.4  27.500 15.45 51.0  G1  P1  3  east
3088  7.252 118.8  21.100 14.95 49.2  G1  P1  2  east
3106  7.389 127.5  25.900 15.93 52.3  G1  P1  3  east
3107  7.394 135.9  45.300 24.52 52.8  G2  P1  4 south
3111  7.419 131.0  27.500 16.02 53.8  G3  P1  2 south
3131  7.501 132.5  26.500 15.09 52.5  G1  P1  4  east
3145  7.540 138.0  31.000 16.27 50.5  G1  P1  2 north
3161  7.600 148.5  35.500 16.09 53.6  G2  P1  1  city
3165  7.613 122.5  24.500 16.32 50.0  G1  P1  2  west
3179  7.709 132.0  34.600 19.85 55.2  G1  P1  1 south
3191  7.813 140.2  30.900 15.72 56.5  G1  P1  3  east
3196  7.849 132.1  42.500 24.35 55.2  G1  P1  2  city
3199  7.885 133.7  29.400 16.44 53.6  G1  P1  2  west
3209  7.964 132.8  27.000 15.30 49.5  G2  P1  3  west
3277  8.832 134.5  31.200 17.24 53.4  G1  P1  2  east
3279  8.859 124.8  31.000 19.90 51.6  G1  P1  1 north
3283  8.867 145.0  38.200 18.16 54.8  G2  P1  2 south
3296  8.908 137.8  30.000 15.79 54.7  G1  P1  2 south
3300  8.925 140.2  37.200 18.92 55.9  G3  P1  6 south
3315  8.977 123.0  24.900 16.45 53.8  G1  P2  2 south
3321  8.999 136.3  26.900 14.47 53.4  G1  P1  4  east
3323  9.004 151.2  48.200 21.08 50.5  G2  P1  2  west
3327  9.021 141.4  29.400 14.70 53.9  G1  P1  2  east
3329  9.021 132.7  30.000 17.03 53.6  G2  P1  2 south
3334  9.034 139.6  33.800 17.34 55.0  G2  P2  2  city
3357  9.119 140.0  28.000 14.28 52.1  G1  P1  2 north
3388  9.201 125.8  22.000 13.90 54.4  G1  P1  3  west
3398  9.234 139.8  35.600 18.21 53.0  G2  P1  2 south
3409  9.270 140.4  32.000 16.23 52.3  G2  P1  1  west
3416  9.303 142.2  31.600 15.62 51.5  G1  P1  3 north
3422  9.316 147.4  31.400 14.45 53.2  G1  P1  2 south
3429  9.368 132.7  25.900 14.70 52.7  G1  P1  2 south
3442  9.407 134.4  27.000 14.94 51.8  G1  P1  6 south
3449  9.426 146.0  36.500 17.12 51.4  G1  P1  3  west
3453  9.440 144.9  36.500 17.38 53.0  G1  P2  4  west
3455  9.451 136.0  27.500 14.86 51.4  G1  P1  2  east
3460  9.459 142.7  30.800 15.12 51.5  G1  P2  4  west
3481  9.511 144.5  30.300 14.51 52.6  G1  P2 12  east
3484  9.514 140.3  27.800 14.12 53.1  G1  P1  2  east
3486  9.514 138.0  31.000 16.27 50.4  G1  P1  2  west
3494  9.524 140.9  32.700 16.47 53.4  G1  P1  3  east
3518  9.577 141.1  35.300 17.73 53.2  G1  P1  3  east
3525  9.582 134.0  27.500 15.31 51.0  G2  P2  3 south
3533  9.604 139.7  32.600 16.70 53.0  G1  P1  4  west
3547  9.631 139.7  28.700 14.70 53.0  G2  P1  2 south
3596  9.768 148.2  32.800 14.93 55.8  G2  P1  5 south
3609  9.834 142.0  30.300 15.02 53.4  G1  P1  3  west
3624  9.869 141.8  33.900 16.85 53.4  G2  P1  2  west
3641  9.946 146.5  38.600 17.98 53.6  G1  P1  1  west
3651  9.990 149.0  37.300 16.80 53.7  G1  P1  2  west
3664 10.020 137.2  31.700 16.84 54.1  G1  P1  2 south
3671 10.028 148.5  47.700 21.63 56.0  G1  P1 15  east
3698 10.108 148.1  31.600 14.40 54.8  G1  P1  5  east
3710 10.132 134.0  26.500 14.75 50.1  G1  P1  3 south
3721 10.154 139.3  30.600 15.76 51.5  G2  P2  2 south
3722 10.157 153.1  40.800 17.40 56.1  G1  P1  2  city
3723 10.160 148.4  34.200 15.52 54.7  G3  P3 15  east
3724 10.160 141.3  39.500 19.78 52.4  G1  P1  4  city
3727 10.171 135.2  31.900 17.45 53.0  G2  P1  3  west
3792 10.360 145.7  40.400 19.03 56.0  G2  P2  3  west
3805 10.398 149.8  34.700 15.46 51.0  G2  P2 10  east
3814 10.422 158.8  39.800 15.78 54.2  G2  P1  4  west
3827 10.447 148.7  41.000 18.54 55.7  G1  P1  2  east
3834 10.477 142.6  32.500 15.98 53.0  G2  P2  4  city
3841 10.499 148.6  38.600 17.48 54.4  G2  P1  4 south
3847 10.510 152.5  38.100 16.38 52.7  G1  P1  4  west
3850 10.513 142.6  31.800 15.63 52.0  G2  P2  4  east
3865 10.554 146.3  40.400 18.87 53.0  G1  P1  2  east
3873 10.568 151.0  36.600 16.05 54.4  G1  P1  4  east
3880 10.581 141.2  33.800 16.95 53.7  G1  P1  3  east
3922 10.713 137.4  26.100 13.82 50.8  G1  P1  2 south
3924 10.715 135.2  26.500 14.49 51.3  G1  P1  2 south
3929 10.724 144.1  29.500 14.20 50.6  G1  P1  4  east
3969 10.880 148.6  36.400 16.48 54.4  G1  P1  5  east
3975 10.888 147.0  33.800 15.64 54.0  G1  P1  1 south
3988 10.945 149.0  45.600 20.53 56.1  G1  P2  4  city
3991 10.954 145.1  36.200 17.19 52.7  G2  P1 10  east
3994 10.967 137.4  29.600 15.67 50.5  G2  P1  9  west
3995 10.970 151.2  39.200 17.14 53.4  G1  P2  3  east
4000 10.992 148.5  35.300 16.00 52.7  G2  P2 10  west
4006 11.003 134.3  29.100 16.13 53.5  G1  P1  1  west
4009 11.011 148.8  44.200 19.96 55.4  G1  P2  2 north
4024 11.052 150.7  34.100 15.01 52.7  G3  P3 12 south
4059 11.126 139.6  32.700 16.77 54.3  G2  P2  4  east
4066 11.143 135.1  25.000 13.69 48.2  G1  P2  2  west
4067 11.143 148.3  41.500 18.86 53.7  G2  P2 10 south
4070 11.156 163.0  44.500 16.74 57.8  G2  P2  4 south
4072 11.159 144.5  49.700 23.80 57.2  G1  P1  4 south
4102 11.222 151.8  44.400 19.26 55.6  G1  P1  2 north
4103 11.225 154.0  37.000 15.60 52.5  G3  P3 12  west
4122 11.288 159.4  43.400 17.08 54.3  G1  P1  4  west
4173 11.446 147.9  42.200 19.29 51.4  G1  P2  3  east
4174 11.446 152.8  43.100 18.45 55.1  G1  P1  3  west
4186 11.482 148.7  37.200 16.82 52.9  G1  P1  3  east
4191 11.496 156.9  39.400 16.00 53.9  G1  P1 10  east
4210 11.545 160.2  40.800 15.89 54.8  G3  P3  8  east
4211 11.545 153.2  42.500 18.10 54.4  G1  P1  2  city
4227 11.583 154.0  39.800 16.78 54.9  G3  P1  4  east
4238 11.605 155.2  36.700 15.23 54.6  G2  P1  6 south
4240 11.611 151.0  33.800 14.82 55.0  G1  P1  5  west
4253 11.655 160.6  44.400 17.21 57.6  G2  P1  2 north
4254 11.665 152.5  38.000 16.33 52.3  G1  P2  2  east
4255 11.665 144.5  30.800 14.75 51.5  G2  P2  5  city
4266 11.690 148.0  35.200 16.07 50.9  G1  P1  2  west
4268 11.696 150.7  28.400 13.93 54.2  G1  P1  3  west
4273 11.709 144.7  35.200 16.81 52.3  G1  P1  3  east
4280 11.728 149.6  35.500 15.86 53.8  G1  P1  1 north
4293 11.759 153.2  42.800 18.23 53.4  G2  P2  2  city
4301 11.789 135.4  29.700 16.20 54.2  G2  P2  5 south
4302 11.791 152.8  43.500 18.63 54.2  G2  P1  3  city
4312 11.811 145.9  34.800 16.34 51.8  G2  P2  8  east
4318 11.827 151.0  33.000 14.47 53.0  G1  P1 15  west
4332 11.874 152.0  32.500 14.06 52.0  G1  P2  6  west
4349 11.926 156.5  44.500 18.16 53.0  G1  P1  6  west
4399 12.071 151.1  34.500 15.11 55.0  G1  P1  2  west
4457 12.232 155.5  46.300 19.14 57.0  G4  P3 10  east
4465 12.265 156.6  43.300 17.65 58.1  G3  P3 15  west
4481 12.292 145.8  39.200 18.44 54.1  G1  P1  3  west
4487 12.303 161.4  44.000 16.89 53.1  G2  P2  2  west
4501 12.342 158.1  54.900 21.96 57.8  G2  P1 10  west
4505 12.375 157.2  61.000 24.68 54.0  G1  P1  3 south
4506 12.377 149.3  38.000 17.04 54.7  G5  P4 12  west
4532 12.457 161.4  52.600 20.19 53.0  G2  P2  3 north
4552 12.501 170.5  53.400 18.36 56.4  G2  P1  6 south
4561 12.520 162.1  44.100 16.78 52.6  G2  P3  4  city
4569 12.542 160.5  49.100 19.06 54.4  G3  P4  8  west
4579 12.574 163.8  51.600 19.23 56.7  G2  P3 12  east
4585 12.583 163.3  52.600 19.72 56.2  G3  P3 15 south
4591 12.599 155.0  39.000 16.23 52.5  G2  P2  5  west
4604 12.629 163.2  46.600 17.49 56.2  G3  P3 10  west
4612 12.646 169.6  58.200 20.23 56.6  G2  P3  8  city
4646 12.741 172.0  79.500 26.87 55.0  G2  P3  8 south
4651 12.752 150.7  40.900 18.00 52.0  G3  P3 15  west
4658 12.766 167.2  50.600 18.09 56.9  G4  P5 12 south
4682 12.821 170.2  56.000 19.33 57.5  G4  P4 12  west
4721 12.933 169.5  54.800 19.07 55.7  G3  P3  8 south
4727 12.944 157.0  41.200 16.71 55.0  G2  P2  8 south
4745 12.991 148.7  31.100 14.06 51.0  G2  P2 15  east
4748 12.993 155.9  42.300 17.40 54.3  G4  P3  6  east
4750 12.996 171.5  49.700 16.89 55.6  G1  P1  2 north
4752 12.996 158.9  49.100 19.44 59.0  G3  P3 10  city
4755 13.002 156.2  34.000 13.93 53.3  G1  P1  8  east
4770 13.021 172.4  55.800 18.77 57.3  G4  P5 20 south
4809 13.108 164.0  61.700 22.94 55.3  G1  P1 10  east
4823 13.127 175.0  65.100 21.25 58.1  G2  P2  6  west
4824 13.127 180.0  57.800 17.83 55.5  G2  P4  8  east
4825 13.130 156.4  40.800 16.67 55.1  G2  P2 10  west
4840 13.171 159.3  44.000 17.33 52.5  G2  P1  4  east
4845 13.182 161.5  45.000 17.25 55.2  G2  P1 10 south
4847 13.188 168.1  53.400 18.89 57.3  G3  P2 15  east
4848 13.190 155.4  42.100 17.43 53.9  G3  P3  6 north
4887 13.275 161.2  37.000 14.23 53.6  G3  P2  4  city
4892 13.300 165.5  41.900 15.29 55.6  G2  P2  5  east
4894 13.300 147.2  32.500 14.99 52.1  G2  P2  3  city
4898 13.314 165.1  42.500 15.59 53.6  G2  P1 12  east
4916 13.374 160.0  48.100 18.78 55.0  G5  P5 15  west
4940 13.445 167.8  51.000 18.11 55.0  G5  P4 20  west
4943 13.453 156.7  39.100 15.92 53.0  G2  P2 15  west
4944 13.459 185.7  77.500 22.47 53.5  G5  P5 12  west
4959 13.486 156.2  46.600 19.09 55.6  G2  P2 12 south
4961 13.489 161.3  41.400 15.91 56.3  G3  P3 12  east
4966 13.500 161.5  60.200 23.08 56.1  G2  P2  6  city
4968 13.511 178.7  56.800 17.78 51.9  G4  P5 15  east
4972 13.519 157.5  43.900 17.69 54.7  G2  P1  4  east
4994 13.552 157.7  46.200 18.57 54.2  G2  P2  3  west
4997 13.555 159.1  45.500 17.97 54.5  G4  P4 15  city
5012 13.577 176.7  60.500 19.37 54.9  G3  P3 15  city
5023 13.604 165.0  53.500 19.65 57.7  G1  P2  1 north
5026 13.615 158.9  45.000 17.82 55.2  G2  P3  8  west
5039 13.631 179.0  54.900 17.13 53.5  G3  P4 20  east
5044 13.642 153.4  40.600 17.25 55.6  G3  P2  4 south
5047 13.656 146.9  34.700 16.07 55.1  G2  P3 10  city
5048 13.656 175.4  74.800 24.31 59.2  G4  P5 20  city
5064 13.686 168.7  46.100 16.19 55.4  G4  P4 10  east
5073 13.719 167.4  53.100 18.94 57.6  G4  P4  6  west
5085 13.749 155.5  36.500 15.09 52.9  G2  P1 12  east
5098 13.790 183.4  70.700 21.01 53.4  G4  P4 13  east
5113 13.839 162.1  44.900 17.08 52.5  G4  P3  8 north
5115 13.842 160.5  52.400 20.34 57.5  G4  P4  6  west
5126 13.883 176.2  48.100 15.49 53.9  G3  P4  8 south
5130 13.891 174.6  54.200 17.77 55.1  G4  P4 10 north
5131 13.894 161.9  47.300 18.04 51.2  G4  P4 17 south
5133 13.897 181.7  61.900 18.74 54.5  G4  P4 20  west
5147 13.924 144.8  35.100 16.74 54.2  G3  P4  8 north
5151 13.927 176.6  54.500 17.47 54.0  G2  P3 10  west
5159 13.938 156.9  50.000 20.31 54.5  G2  P2 10  west
5165 13.954 175.4  58.400 18.98 55.0  G5  P5 15  west
5166 13.963 183.4  62.500 18.58 53.0  G4  P4 12  west
5186 14.001 178.6  58.600 18.37 58.9  G4  P4 20  east
5206 14.045 170.0  54.700 18.92 52.7  G3  P4 10 south
5213 14.058 177.2  48.000 15.28 54.8  G2  P1 10  west
5219 14.069 170.6  59.200 20.34 55.1  G3  P3  8 north
5228 14.083 172.1  50.900 17.18 56.4  G4  P5  8  east
5234 14.094 169.1  54.000 18.88 55.5  G2  P1  2  city
5237 14.099 163.2  59.500 22.33 53.7  G1  P1  2 north
5247 14.121 159.2  42.700 16.84 53.6  G3  P3 10 south
5273 14.176 169.8  61.700 21.39 56.0  G3  P3 12  west
5288 14.209 170.9  54.800 18.76 53.9  G4  P4 15 south
5293 14.220 165.5  48.000 17.52 53.0  G5  P5 20  east
5326 14.297 167.4  50.000 17.84 55.1  G2  P3 15  east
5327 14.297 153.2  44.300 18.87 50.5  G2  P3 12  city
5330 14.302 173.5  65.800 21.85 60.0  G4  P5 15  west
5335 14.308 171.0  56.000 19.15 53.1  G4  P4 20 south
5343 14.332 164.1  49.100 18.23 54.9  G2  P2  8  city
5362 14.398 185.6  81.000 23.51 56.6  G5  P5 15  west
5363 14.398 156.1  43.200 17.72 56.0  G3  P3 10  west
5367 14.412 165.5  54.200 19.78 56.5  G4  P4 15  west
5369 14.414 166.5  53.900 19.44 56.7  G4  P4 20 south
5400 14.494 147.4  39.000 17.95 54.7  G4  P4  4 north
5410 14.527 160.7  52.000 20.13 65.0  G5  P5 12  west
5415 14.540 182.4  76.000 22.84 58.2  G5  P6 20  west
5416 14.543 173.7  69.500 23.03 57.3  G5  P5 12 north
5417 14.543 176.4  51.000 16.38 55.9  G5  P4  8  west
5420 14.546 167.3  61.000 21.79 55.0  G4  P2 10 south
5463 14.650 179.8  71.100 21.99 58.0  G5  P5 15  city
5471 14.666 159.8  49.000 19.18 54.3  G4  P5 25  east
5474 14.666 163.2  49.000 18.39 55.0  G4  P5 13  west
5478 14.669 182.9  57.200 17.09 56.7  G5  P5 20 south
5480 14.677 180.3  67.500 20.76 55.0  G5  P5 20  east
5496 14.721 169.1  50.700 17.73 56.3  G4  P3 10 south
5509 14.762 168.6  47.600 16.74 52.0  G4  P4 15  east
5516 14.787 168.5  54.200 19.08 55.0  G5  P6  8 south
5520 14.811 173.8  61.700 20.42 55.0  G4  P4 15 north
5522 14.811 179.0  66.500 20.75 58.1  G4  P5 25  east
5529 14.830 160.0  43.000 16.79 55.2  G5  P5 16  west
5534 14.839 178.5  49.900 15.66 56.6  G3  P4 20 south
5539 14.844 172.7  64.300 21.55 56.0  G4  P4 12 south
5542 14.852 180.9  60.200 18.39 57.3  G5  P5 15  west
5551 14.863 169.1  66.300 23.18 55.5  G5  P6 20  west
5553 14.872 175.8  61.700 19.96 56.0  G3  P5 15  west
5554 14.877 188.5  59.300 16.68 53.0  G5  P5 10 north
5557 14.885 175.3  56.000 18.22 57.6  G5  P5 20  west
5567 14.926 177.4  58.300 18.52 56.0  G5  P5 20 south
5571 14.934 156.0  60.500 24.86 56.9  G2  P3 10  east
5585 14.967 174.1  88.000 29.03 54.4  G3  P4 10  east
5594 14.984 165.8  52.300 19.02 54.6  G3  P4 20  east
5598 14.997 181.2  65.100 19.82 55.6  G4  P5 10 north
5602 15.003 188.0  91.600 25.91 59.8  G4  P4 12 south
5608 15.017 180.6  58.000 17.78 55.0  G3  P4 10  west
5610 15.025 185.5  62.700 18.22 56.4  G3  P4  8 north
5612 15.028 178.5  54.100 16.97 57.0  G5  P4 20 south
5619 15.055 172.5  64.000 21.50 56.6  G5  P6 15  west
5642 15.099 178.1  74.500 23.48 58.3  G3  P4 12  east
5654 15.129 176.9  58.600 18.72 54.3  G4  P5 20 south
5656 15.132 167.3  59.800 21.36 54.0  G4  P5 15 south
5665 15.145 177.4  57.500 18.27 55.3  G5  P6 15  east
5671 15.159 166.5  53.800 19.40 56.5  G4  P6 15  west
5675 15.162 176.8  54.800 17.53 54.3  G4  P4 15  east
5687 15.189 165.2  45.400 16.63 54.7  G5  P6 14 south
5692 15.200 175.4  54.200 17.61 56.3  G3  P3 20  east
5710 15.249 188.0  89.000 25.18 56.0  G5  P5 20  west
5714 15.266 175.2  62.500 20.36 55.2  G4  P4 15  east
5715 15.268 179.5  57.000 17.69 57.2  G5  P5 12 north
5731 15.304 175.0  63.500 20.73 58.0  G4  P4 12  city
5733 15.323 180.1  59.000 18.18 57.4  G5  P6 20  east
5746 15.359 179.2  61.700 19.21 55.2  G5  P6 12  west
5756 15.394 179.8  67.300 20.81 54.4  G4  P5 16  west
5763 15.411 173.3  54.100 18.01 58.0  G4  P4 25  east
5764 15.416 187.2  80.600 22.99 59.6  G4  P4 17 north
5769 15.427 172.8  56.700 18.98 56.0  G4  P5 20  east
5775 15.444 181.1  77.400 23.59 58.8  G5  P5 15  east
5777 15.449 165.1  45.000 16.50 55.6  G5  P5 25  west
5784 15.466 179.7  64.000 19.81 56.1  G5  P5 15  west
5789 15.474 192.2  80.200 21.71 59.3  G4  P5 20 north
5800 15.493 182.5 102.000 30.62 57.7  G5  P6 20  west
5806 15.504 172.0  52.300 17.67 56.9  G5  P5 20 south
5807 15.507 182.1  63.000 18.99 55.4  G2  P3  4 north
5813 15.520 162.5  51.500 19.50 54.5  G2  P2  3  city
5823 15.542 171.0  50.000 17.09 56.6  G2  P3  6 north
5830 15.556 183.3  61.500 18.30 53.6  G5  P5 15 north
5835 15.570 177.3  63.500 20.20 57.5  G5  P4 15  west
5856 15.622 184.1  70.500 20.80 58.4  G4  P4 15  city
5857 15.630 174.3  52.600 17.31 54.8  G3  P3 15 south
5858 15.633 186.0  67.000 19.36 53.5  G5  P6 20  east
5875 15.657 178.8  71.100 22.23 59.1  G5  P5 15 south
5879 15.663 172.7  58.600 19.64 57.1  G5  P6 15 south
5880 15.668 176.0  63.800 20.59 59.8  G5  P6 20  west
5883 15.674 176.6  56.900 18.24 56.8  G5  P5 25 south
5893 15.693 167.2  59.000 21.10 56.2  G5  P6 15  west
5897 15.704 182.8  67.100 20.08 56.6  G5  P5 13 north
5930 15.794 168.9  49.100 17.21 55.2  G2  P1 12 south
5947 15.838 177.0  63.500 20.26 58.0  G5  P6 25 south
5957 15.879 190.7  73.800 20.29 56.9  G4  P5 25  west
5958 15.882 175.9  62.900 20.32 55.9  G4  P4 15  east
5963 15.890 173.8  52.100 17.24 58.4  G4  P4 10 south
5964 15.893 168.6  56.000 19.70 54.9  G4  P5 15  city
5971 15.906 176.2  57.500 18.52 57.6  G4  P5 12  city
5975 15.912 180.0  65.200 20.12 55.0  G4  P5 12 north
5986 15.926 167.8  62.200 22.09 55.4  G4  P5 12 north
5989 15.937 185.2  56.800 16.56 56.6  G5  P6 15  west
5996 15.961 183.0  73.000 21.79 57.0  G5  P5 20 south
6005 15.989 187.8  64.800 18.37 56.8  G5  P6 13 north
6023 16.030 178.9  61.900 19.34 56.5  G4  P5 12  east
6029 16.049 186.7  70.600 20.25 56.3  G5  P5 20  east
6030 16.049 177.9  61.400 19.40 54.6  G3  P4 10  west
6033 16.062 183.9  61.500 18.18 56.0  G5  P6 15  west
6036 16.065 184.4  68.500 20.14 55.3  G5  P5 15 south
6037 16.068 186.5  70.700 20.32 57.0  G3  P5 25  west
6040 16.090 180.6  90.400 27.71 58.8  G5  P6 15 south
6047 16.109 170.8  48.500 16.62 54.7  G5  P5 25 south
6064 16.156 194.3 113.000 29.93 58.4  G3  P5  6 north
6067 16.175 193.5  70.000 18.69 56.5  G4  P4 10 north
6083 16.235 185.4  60.000 17.45 54.3  G5  P5 20 south
6085 16.246 183.5  76.000 22.57 55.9  G5  P5 25  west
6089 16.262 176.8  57.800 18.49 54.8  G4  P4 15 south
6090 16.268 170.0  66.000 22.83 57.0  G5  P5 15  city
6092 16.273 177.9  57.000 18.01 56.0  G5  P5 25  west
6117 16.355 171.0  59.100 20.21 58.0  G4  P4 20 south
6119 16.364 183.1  60.400 18.01 56.5  G5  P5 20  west
6131 16.399 184.4  84.500 24.85 58.2  G4  P5 12 north
6132 16.402 173.6  54.500 18.08 54.0  G5  P4 25 south
6138 16.427 195.5  69.000 18.05 56.0  G5  P6 25 south
6141 16.435 175.1  64.500 21.03 58.2  G5  P5 25 south
6144 16.443 190.5  60.500 16.67 57.0  G5  P5 15  city
6166 16.492 188.0  62.500 17.68 57.5  G5  P5 25 south
6182 16.536 185.3  83.000 24.17 56.8  G5  P5 25  west
6185 16.544 178.0  65.700 20.73 58.0  G5  P6 15  west
6187 16.547 181.8  72.000 21.78 57.2  G5  P5 25  city
6209 16.605 183.1  70.200 20.93 55.8  G2  P4  8 north
6214 16.616 170.5  47.600 16.37 55.2  G5  P5 20 south
6249 16.714 181.1  59.300 18.08 56.7  G5  P5 15  east
6251 16.717 180.2  66.400 20.44 56.4  G5  P5 20  west
6253 16.720 192.8  88.300 23.75 57.8  G5  P5 25  city
6262 16.741 189.8  70.300 19.51 59.2  G4  P5 20 north
6283 16.807 184.3  77.000 22.66 60.3  G5  P6 20  west
6311 16.900 190.2  69.400 19.18 55.7  G5  P6 25 north
6315 16.903 176.7  65.500 20.97 57.0  G5  P5 15  west
6333 16.939 173.4  54.600 18.15 56.0  G5  P4 20  west
6343 16.966 182.4  63.700 19.14 56.1  G5  P6 15  west
6361 16.999 179.0  68.100 21.25 56.0  G5  P6 25  east
6372 17.018 183.0  65.500 19.55 57.4  G5  P5 20 south
6375 17.023 165.2  56.200 20.59 56.7  G5  P5 15  city
6386 17.056 184.0  67.000 19.78 58.5  G5  P5 20 south
6416 17.117 183.2  69.300 20.64 56.5  G5  P6 25  west
6439 17.204 177.5  66.000 20.94 50.5  G5  P6 15 south
6480 17.327 170.5  75.000 25.79 57.0  G5  P5 13 north
6482 17.333 180.3  76.800 23.62 60.5  G5  P6 20  east
6483 17.336 183.9  66.300 19.60 56.9  G4  P4 20  east
6486 17.347 180.5  76.000 23.32 56.5  G5  P5 20  east
6502 17.374 174.5  70.100 23.02 58.7  G5  P6 20  east
6522 17.426 183.2  57.900 17.25 57.3  G5  P5 15 north
6523 17.429 195.5  74.500 19.49 58.0  G4  P6 20  west
6525 17.431 182.0  65.000 19.62 56.5  G4  P5 25  west
6528 17.440 171.4  71.700 24.40 58.7  G4  P5 20  east
6534 17.464 185.0  67.000 19.57 59.5  G5  P4 15  west
6539 17.467 173.6  55.500 18.41 55.7  G4  P4 10 north
6547 17.483 182.4  71.000 21.34 55.6  G4  P5 15  east
6562 17.544 164.3  64.000 23.70 56.5  G4  P5  8  west
6566 17.555 190.0  97.000 26.86 59.0  G5  P6 20 south
6567 17.560 186.5  71.200 20.47 57.3  G5  P6 20  west
6568 17.560 164.3  56.400 20.89 57.0  G5  P6 12  west
6569 17.571 187.1  78.500 22.42 57.0  G5  P5 25  east
6573 17.579 181.6  66.000 20.01 55.5  G4  P6 15  city
6583 17.604 168.6  64.500 22.69 57.7  G5  P5 20 south
6611 17.678 176.4  72.800 23.39 56.6  G5  P5 14 north
6614 17.681 164.9  64.100 23.57 60.2  G5  P5 15 south
6617 17.694 195.7  80.000 20.88 59.4  G5  P6 25 north
6633 17.730 172.5  70.000 23.52 57.5  G5  P6 15  east
6641 17.749 174.0  94.900 31.34 56.3  G5  P5 25  west
6647 17.757 196.2  81.000 21.04 59.7  G5  P6 15  west
6685 17.911 183.6  61.000 18.09 56.8  G4  P5 25  east
6686 17.911 181.2  86.800 26.43 58.3  G5  P5 15 north
6693 17.938 180.3  83.000 25.53 55.4  G4  P4 20  west
6700 17.957 172.2  64.500 21.75 56.3  G5  P6 20  west
6724 18.039 187.1  87.700 25.05 58.8  G5  P6 25 south
6744 18.094 170.0  51.000 17.64 57.0  G4  P3 20 south
6754 18.119 187.6  70.600 20.06 58.3  G5  P5 20  west
6756 18.121 171.6  58.400 19.83 57.1  G5  P6 15 south
6782 18.209 177.9  63.400 20.03 58.2  G4  P5 15 south
6789 18.220 187.4  79.000 22.49 58.4  G5  P6 25 south
6829 18.343 180.7  80.000 24.50 60.3  G5  P6 20  west
6831 18.349 193.6  69.200 18.46 58.8  G5  P6 25  east
6844 18.406 180.5  81.000 24.86 55.8  G5  P6 15 north
6857 18.450 181.7  62.500 18.93 53.0  G5  P6 25  west
6858 18.453 170.5  53.500 18.40 55.3  G5  P5 20  city
6862 18.458 178.2  62.400 19.65 58.5  G5  P6 25  west
6878 18.507 193.5  92.000 24.57 59.0  G5  P5 20 north
6886 18.532 186.5  67.300 19.34 58.2  G5  P5 25 south
6892 18.551 193.0  71.700 19.24 56.9  G4  P6 12 south
6916 18.606 172.4  57.200 19.24 55.2  G5  P5 15 south
6923 18.617 188.0  61.900 17.51 55.5  G5  P5 20 south
6937 18.655 189.0  60.000 16.79 56.0  G4  P4 12  east
6943 18.677 196.7  75.000 19.38 58.6  G5  P6 25 north
6961 18.735 191.5  79.000 21.54 59.0  G5  P6 20 south
6963 18.737 191.0  81.300 22.28 60.0  G5  P6 25  east
6964 18.743 192.0  99.000 26.85 59.5  G5  P6 25  east
6965 18.743 179.6  61.000 18.91 55.9  G5  P5 25  west
6973 18.762 181.5  79.900 24.25 56.9  G5  P6 25 south
6975 18.765 180.2  74.600 22.97 58.4  G5  P6 25  west
6977 18.773 189.4  69.600 19.40 55.6  G5  P6 20  west
6981 18.792 174.8  56.000 18.32 53.9  G5  P6 15  west
7001 18.850 179.8  62.600 19.36 55.9  G4  P6 25  city
7023 18.929 188.8  75.800 21.26 57.3  G5  P5  8 north
7032 18.959 185.1  76.200 22.24 56.1  G5  P6 16 north
7047 19.011 180.3  77.500 23.84 58.5  G4  P5 13 north
7055 19.028 187.1  77.800 22.22 57.9  G5  P5 20 north
7062 19.049 176.9  65.200 20.83 54.9  G5  P6 20 south
7064 19.052 180.5  77.000 23.63 57.0  G5  P5 20  west
7066 19.060 180.8  93.800 28.69 55.8  G4  P5 15 south
7068 19.063 175.0  72.400 23.64 58.0  G5  P6 25 south
7073 19.077 182.7  70.000 20.97 56.4  G5  P5 25  west
7083 19.099 198.0  80.000 20.40 57.0  G5  P6 25  east
7088 19.104 186.1  72.500 20.93 58.7  G4  P5 25 south
7101 19.148 186.5  71.900 20.67 59.5  G5  P5 20  west
7122 19.227 180.0  66.600 20.55 55.5  G5  P6 15  west
7132 19.282 185.2  71.500 20.84 57.8  G5  P5 20 south
7135 19.290 180.9  94.400 28.84 58.6  G5  P6 20 south
7141 19.310 177.1  60.100 19.16 57.8  G5  P6 20 south
7152 19.367 178.0  78.100 24.64 57.2  G5  P5 25  west
7160 19.405 173.8  59.300 19.63 55.8  G5  P5 20  west
7161 19.408 192.7 100.100 26.95 58.2  G5  P5 25  east
7173 19.471 191.0  87.100 23.87 58.4  G4  P6 15 north
7184 19.501 186.8  78.500 22.49 57.9  G5  P5 20 north
7187 19.512 182.5  63.000 18.91 56.5  G5  P5 20  west
7192 19.526 184.4  74.500 22.23 54.3  G5  P6 20  west
7200 19.575 195.0  88.900 23.37 60.0  G5  P6 25  west
7218 19.630 181.0  65.100 19.87 56.1  G5  P6 25  west
7221 19.633 182.1  75.000 22.61 57.4  G5  P6 25  west
7234 19.671 179.0  78.000 24.34 57.0  G4  P4 15  east
7240 19.707 172.5  70.600 23.72 55.9  G5  P6 20  east
7247 19.739 177.0  65.500 20.90 56.1  G5  P6 20  west
7257 19.778 178.2  62.500 19.68 57.8  G5  P5 25 south
7278 19.868 186.0  76.100 21.99 55.2  G5  P6 25  west
7293 19.926 192.3 117.400 31.74 57.6  G5  P6 18 north
7297 19.934 181.8  76.200 23.05 58.8  G5  P6 20  east
7300 19.942 193.1  93.600 25.10 60.0  G5  P5 20  city
7308 19.978 189.5  88.100 24.53 59.0  G5  P6 25  west
7319 20.010 170.0  68.800 23.80 55.5  G5  P6 25  east
7328 20.030 178.6  71.000 22.25 57.2  G5  P5 25  city
7329 20.032 184.0  73.000 21.56 56.0  G5  P5 15 north
7362 20.117 188.7  89.400 25.10 58.1  G5  P6 25  east
7396 20.281 185.1  81.100 23.67 58.8  G5  P6 20 south
7405 20.323 182.5  69.000 20.71 59.0  G5  P6 25 north
7410 20.372 188.7  59.800 16.79 55.2  G5  P5 25  west
7418 20.429 181.1  67.200 20.48 56.6  G5  P6  8 north
7444 20.761 189.1  88.000 24.60 54.3  G5  P6 20  west
7447 20.780 193.5  75.400 20.13 57.8  G5  P6 20  west
7451 20.813 189.0  78.000 21.83 59.9  G5  P6 15 north
7475 21.177 181.8  76.500 23.14 56.6  G5  P6 20  east

$`5`
        age   hgt     wgt   bmi   hc gen phb tv   reg
3     0.035  50.1   3.650 14.54 33.7  G1  P2  3 south
4     0.038  53.5   3.370 11.77 35.0  G5  P6 12 south
18    0.057  50.0   3.140 12.56 35.2  G4  P5  4 south
23    0.060  54.5   4.270 14.37 36.7  G1  P2  2 south
28    0.062  57.5   5.030 15.21 37.3  G1  P2  2 south
36    0.068  55.5   4.655 15.11 37.0  G2  P2  2 south
37    0.068  52.5   3.810 13.82 34.9  G2  P3  4 south
38    0.071  53.0   3.890 13.84 35.8  G3  P5  6  west
39    0.071  55.1   3.880 12.77 36.8  G2  P4  1  west
43    0.073  54.5   4.200 14.14 38.0  G2  P2  3  east
53    0.076  58.5   5.920 17.29 40.5  G1  P1  2  west
60    0.079  55.0   4.430 14.64 38.0  G1  P1  3  east
62    0.079  58.5   5.745 16.78 38.5  G1  P1  1  city
75    0.082  59.5   5.100 14.40 39.1  G2  P3  4  west
85    0.084  52.5   4.120 14.94 37.3  G3  P3  4 north
93    0.084  54.0   4.500 15.43 37.0  G1  P1  2 south
99    0.087  59.5   5.130 14.49 38.0  G1  P2  1  west
103   0.087  57.5   4.540 16.00 39.0  G1  P2  2  west
113   0.090  55.7   4.070 13.11 36.6  G1  P1  2  east
127   0.093  56.0   5.410 17.25 40.0  G2  P2  1 north
138   0.093  56.0   4.800 15.30 38.0  G2  P2  2  west
140   0.093  53.5   4.150 14.49 39.0  G1  P2  2  west
159   0.098  55.4   4.350 14.17 38.1  G1  P1  2  west
167   0.101  55.8   5.060 16.25 38.5  G1  P1  1  east
177   0.104  54.0   4.230 14.50 38.1  G2  P1  2 south
184   0.109  58.0   5.520 16.40 38.2  G2  P1  2  west
189   0.112  59.0   4.820 13.84 38.0  G2  P1  1  west
198   0.117  57.0   5.260 16.18 40.0  G1  P1  2 north
201   0.117  54.9   4.450 14.76 37.5  G1  P1  2 south
207   0.123  62.0   5.420 14.09 40.5  G1  P2  1  west
217   0.128  58.0   5.000 14.86 38.8  G2  P1  2 south
226   0.134  58.5   4.950 14.46 40.0  G2  P3  3  west
238   0.142  58.0   5.220 15.51 40.1  G1  P2  3 north
240   0.142  57.3   5.090 15.50 39.7  G1  P3  3  east
248   0.147  57.3   4.950 15.07 36.8  G4  P4  2 north
251   0.147  57.0   5.170 15.91 40.2  G2  P4  1  city
253   0.147  58.0   5.120 15.21 38.5  G1  P1  2  west
258   0.150  56.0   5.260 16.77 40.5  G2  P2  2  west
270   0.153  57.5   4.950 14.97 39.2  G3  P2  1  west
272   0.153  60.6   5.475 14.90 40.3  G2  P2  1 south
273   0.153  64.0   6.260 15.28 49.2  G4  P2  6 south
284   0.158  60.5   5.750 15.70 39.5  G1  P1  2  west
304   0.164  59.9   5.070 14.13 39.8  G2  P2  2  west
310   0.164  55.0   3.730 12.33 37.8  G1  P2  1  west
317   0.167  59.0   5.080 14.59 39.8  G1  P2  2  west
328   0.169  60.3   4.990 13.72 40.3  G1  P1  2  city
336   0.172  59.0   5.310 15.25 38.0  G2  P1  1  west
337   0.172  58.5   5.080 14.84 37.0  G2  P5  2  city
345   0.172  60.0   5.090 14.13 39.0  G1  P2  2  west
349   0.172  57.5   4.660 14.09 36.2  G2  P2  2 south
365   0.177  61.5   6.680 17.66 42.0  G1  P1  2  west
366   0.177  57.5   5.900 15.43 40.4  G3  P4  3  west
399   0.188  58.5   6.030 17.61 41.5  G1  P1  2  east
416   0.191  61.8   5.560 14.55 39.9  G2  P3  6  west
418   0.191  56.9   4.140 12.78 35.7  G2  P2  2 south
431   0.197  58.0   4.550 13.52 38.3  G3  P4  9 south
432   0.197  56.0   4.480 14.28 38.3  G4  P4  3 south
434   0.199  61.0   5.830 15.66 39.9  G1  P1  3  east
438   0.202  60.0   4.790 13.30 38.2  G2  P2  2  west
463   0.224  62.5   6.310 16.15 40.3  G1  P2  1  east
489   0.243  62.5   5.580 14.28 42.0  G2  P2  2  west
495   0.246  60.4   5.900 16.17 40.9  G1  P1  2  east
511   0.249  65.5   7.155 16.67 42.4  G1  P1  1 south
514   0.251  63.2   5.670 14.19 42.2  G1  P2  2  east
520   0.251  60.0   6.495 18.04 38.5  G1  P1  1  city
525   0.251  57.6   5.870 17.69 42.2  G2  P3  2 south
532   0.254  65.5   6.720 15.66 42.2  G1  P1  3  city
543   0.257  61.6   6.920 18.23 39.6  G2  P2  1  east
552   0.257  59.0   6.260 17.98 38.5  G1  P2  1  city
553   0.257  63.0   7.380 18.59 41.5  G2  P2  1  west
555   0.257  60.0   5.740 15.94 39.5  G2  P3  2  west
571   0.260  58.0   4.930 14.65 38.8  G2  P3  2  west
577   0.262  61.0   6.200 16.66 40.6  G1  P1  1  east
599   0.268  59.5   5.530 15.62 41.0  G1  P1  2  west
607   0.271  61.5   6.170 16.31 41.0  G1  P1  2  west
608   0.271  60.5   6.360 17.37 41.6  G1  P1  3  city
623   0.276  63.0   6.140 15.46 41.0  G1  P1  2  west
625   0.276  64.0   6.740 16.45 40.9  G1  P1  3 south
627   0.279  58.2   5.050 14.90 41.0  G1  P1  2  east
648   0.295  61.5   6.540 17.29 43.0  G2  P3  1  city
654   0.314  63.0   7.380 18.59 41.8  G1  P1  3  west
666   0.334  66.5   7.190 16.25 43.6  G1  P1  2  city
670   0.339  66.7   7.090 15.93 43.0  G1  P1  3  west
693   0.380  64.0   7.100 17.33 43.0  G1  P1  2 south
698   0.396  67.5   7.930 17.40 42.3  G1  P1  3 south
705   0.402  62.1   6.200 16.07 42.2  G2  P2  2 south
706   0.405  64.0   7.950 19.40 44.0  G2  P1  2  city
707   0.405  67.5   7.660 16.81 44.4  G1  P1  3  west
745   0.465  64.5   6.950 16.70 43.4  G3  P3  2 south
755   0.481  67.5   8.650 18.98 44.8  G1  P1  2  west
770   0.495  68.0   8.600 18.59 46.0  G1  P1  1  east
795   0.511  67.1   7.100 15.76 42.5  G1  P2  1  east
798   0.511  69.5   8.300 17.18 44.5  G1  P1  2  west
800   0.511  69.0   7.275 15.28 43.0  G1  P1  1 south
804   0.514  68.5   7.030 14.98 43.2  G2  P2  2  west
818   0.522  67.8   7.810 16.98 43.0  G1  P1  2  west
849   0.547  71.0   9.210 18.27 43.1  G1  P1  2 south
850   0.550  67.0   7.215 16.07 43.4  G1  P1  1  city
851   0.555  67.1   7.785 17.29 44.5  G1  P2  2  city
856   0.561  69.5   8.860 18.34 45.5  G1  P2  1  west
873   0.594  70.8   8.970 17.89 45.2  G1  P1  1 north
890   0.626  70.0   9.230 18.83 46.5  G1  P1  2  west
902   0.654  71.0   7.960 15.79 45.0  G1  P1  2  west
911   0.673  71.0   9.000 17.85 46.5  G1  P1  1 north
919   0.689  73.0   7.740 14.52 43.0  G2  P1  2  city
926   0.703  68.0   7.660 16.56 44.1  G1  P2  2  city
929   0.706  73.0   9.300 17.45 46.3  G1  P1  2 south
934   0.714  76.1  10.910 18.83 45.0  G1  P1  2  city
936   0.717  67.5   8.140 17.86 45.2  G1  P1  2  west
948   0.731  70.9   8.620 17.14 46.4  G1  P2  3 south
964   0.739  74.0   8.640 15.77 44.1  G1  P1  3  west
1001  0.758  74.0  10.090 18.42 47.2  G1  P1  1  east
1006  0.761  71.0   9.020 17.89 46.3  G2  P1  2  east
1020  0.769  69.0   9.400 19.74 46.6  G1  P1  2  east
1031  0.777  75.0   9.425 16.75 45.5  G2  P2  2  city
1042  0.783  72.0   8.800 16.97 47.5  G2  P2  2 south
1046  0.788  76.0  10.016 17.34 51.4  G1  P1  2  city
1054  0.796  69.8   7.590 15.57 47.5  G1  P2  3  west
1062  0.804  74.0   9.050 16.52 45.0  G1  P1  2  west
1063  0.807  74.2   9.540 17.32 46.4  G1  P1  3  east
1065  0.807  76.2   9.960 17.15 45.8  G1  P1  2  east
1066  0.810  75.0   9.620 17.10 46.5  G2  P2  2  west
1079  0.829  64.0   6.900 16.84 44.0  G1  P1  1  west
1118  0.911  76.7  10.330 17.55 45.4  G1  P1  2 south
1120  0.917  74.5  10.390 18.71 44.5  G1  P1  2  west
1121  0.917  72.8   9.130 17.22 45.7  G1  P1  2 south
1122  0.919  75.0   9.840 17.49 46.8  G1  P1  1  east
1123  0.919  78.5  11.700 18.98 47.7  G1  P1  1  west
1128  0.925  78.0   9.660 15.87 46.2  G1  P1  2 south
1150  0.950  74.0   9.575 17.48 48.0  G1  P2  1  east
1154  0.950  76.0  10.620 18.38 48.2  G1  P1  1 south
1170  0.960  73.5   8.740 16.17 44.5  G1  P1  2  west
1177  0.969  84.0  11.470 16.25 49.0  G2  P1  2  west
1188  0.977  78.3  11.040 18.00 47.0  G1  P1  3  city
1209  0.991  72.5  10.220 19.44 47.5  G2  P2  2 south
1212  0.996  77.1  10.390 17.47 47.1  G1  P1  2 north
1226  1.004  77.5  10.110 16.83 46.0  G1  P1  2  west
1232  1.007  74.0   9.250 16.89 47.5  G2  P2  2  east
1253  1.021  68.0   6.945 15.01 46.3  G2  P1  2  east
1257  1.021  77.5  10.700 17.81 46.5  G1  P1  2  west
1278  1.040  77.5   9.300 15.48 46.3  G1  P1  3 north
1285  1.048  79.5  11.270 17.83 49.0  G1  P4  2  west
1299  1.062  74.1  10.560 19.23 49.3  G1  P1  2  city
1301  1.062  81.2  11.940 18.10 46.6  G1  P1  1  east
1314  1.086  74.5   8.920 16.07 45.1  G1  P2  1  west
1331  1.138  77.0   8.880 14.97 46.0  G1  P1  1 south
1349  1.171  77.0  10.910 18.40 45.9  G1  P2  2  east
1363  1.182  78.6   9.410 15.23 41.8  G1  P1  2  city
1372  1.188  81.0  13.190 20.10 49.9  G1  P1  3  west
1377  1.190  78.5   9.840 15.96 46.2  G1  P1  2 south
1384  1.193  76.5   9.960 17.01 47.0  G1  P1  2 south
1395  1.201  75.2  10.090 17.84 49.0  G1  P1  2 south
1398  1.204  77.5  11.700 19.47 46.6  G2  P1  2 south
1409  1.210  78.0  10.150 16.68 46.0  G1  P1  1  city
1414  1.212  80.0  11.080 17.31 49.3  G1  P2  2  west
1415  1.212  79.0  10.220 16.37 48.1  G1  P1  2  west
1423  1.215  78.5  10.085 16.36 47.0  G2  P1  3 south
1439  1.229  82.9  10.860 15.80 48.5  G1  P1  3  east
1450  1.237  77.5   9.230 15.36 46.5  G1  P1  3 south
1456  1.240  83.0  12.500 18.14 48.5  G2  P1  1 south
1463  1.242  76.0  10.100 17.48 46.6  G1  P1  1  city
1466  1.242  76.2  10.280 17.70 47.5  G4  P4  4 south
1468  1.245  81.0  12.000 18.28 48.2  G1  P1  2  east
1473  1.248  82.7  12.100 17.69 48.3  G1  P2  2  east
1489  1.262  81.1  10.720 16.29 49.2  G1  P1  2  east
1507  1.284  82.0   9.980 14.84 48.0  G1  P1  3  east
1511  1.292  79.0  10.700 17.14 47.3  G2  P1  1 north
1519  1.300  80.0  10.440 16.31 48.7  G1  P1  1  east
1522  1.305  82.5  11.100 16.30 50.5  G2  P1  2  west
1524  1.308  81.0  10.410 15.86 47.3  G1  P1  2  city
1526  1.311  78.5  10.230 16.60 45.6  G2  P1  2 south
1579  1.426  77.2   9.800 16.44 46.0  G1  P1  3 south
1594  1.456  87.5  13.000 16.97 48.1  G2  P1  2 south
1617  1.481  75.2  12.040 16.68 47.5  G1  P1  2 north
1618  1.481  78.7  10.385 16.76 47.6  G1  P1  2  east
1620  1.486  80.5  11.700 18.05 48.0  G1  P1  3  west
1628  1.492  84.0  11.900 16.86 47.9  G2  P1  1  east
1632  1.494  77.5  11.500 17.24 47.0  G1  P1  2  west
1661  1.514  84.5  12.300 17.22 50.0  G1  P1  2  west
1664  1.514  80.0  10.100 15.78 47.0  G2  P1  1  west
1676  1.522  77.5   9.200 15.31 48.5  G1  P1  2  west
1681  1.527  86.5  12.490 16.69 50.7  G1  P1  2  east
1684  1.530  80.0  10.785 16.85 46.1  G2  P1  2 north
1687  1.530  79.0  12.400 17.88 47.7  G1  P1  1  west
1695  1.535  81.0   9.850 15.01 47.7  G1  P3  2  west
1710  1.552  85.0  11.970 16.56 50.0  G2  P1  1  west
1732  1.579  85.5  11.300 15.45 46.3  G2  P1  2  west
1737  1.582  85.2  14.200 19.56 48.6  G1  P1  2  west
1739  1.585  78.0  11.700 18.14 48.0  G2  P1  1  west
1756  1.598  85.5  12.700 17.37 49.2  G1  P1  2 south
1792  1.675  77.2  11.000 17.18 47.2  G1  P1  2  west
1805  1.697  85.5  14.400 17.98 48.1  G4  P4  9  city
1840  1.752  81.5   9.700 14.60 47.0  G1  P1  1  east
1873  1.785  86.5  12.300 16.43 47.1  G1  P1  2 south
1876  1.790  90.2  14.500 17.82 51.2  G1  P1  2  east
1877  1.793  86.0  13.400 18.11 47.0  G1  P1  1 north
1882  1.798  81.8  10.535 15.74 46.7  G1  P1  2 north
1887  1.801  85.3  11.450 15.73 49.0  G1  P1  1 south
1903  1.826  83.7  10.610 15.14 46.5  G2  P1  2  west
1916  1.839  90.2  12.300 15.51 49.3  G1  P1  1 south
1926  1.845  88.0  12.200 15.75 48.8  G2  P1  1 south
1927  1.848  81.0  13.200 19.74 50.0  G2  P1  2 north
1932  1.853  90.2  14.050 17.26 51.5  G1  P2  2  city
1936  1.859  85.5  12.800 17.50 48.5  G1  P2  3 south
1940  1.867  85.0  15.000 17.49 49.3  G2  P1  2 south
1947  1.878  87.5  11.300 14.75 49.5  G1  P1  3  west
1969  1.911  82.9  12.400 16.78 50.2  G1  P1  1 south
1979  1.938  58.0  15.200 18.91 40.3  G2  P1  2  city
1983  1.941  87.0  12.900 17.04 50.5  G2  P1  2  west
1990  1.957  81.5  13.400 18.08 50.0  G1  P1  2  west
1991  1.960  83.7  11.000 17.66 49.7  G1  P1  2  east
2000  1.973  69.8  12.300 19.34 48.9  G1  P1  2 south
2008  1.979  89.0  12.100 15.27 49.5  G1  P1  2 south
2009  1.979  96.5  11.600 14.23 49.1  G2  P1  3 south
2018  1.990  82.0  12.900 16.31 48.7  G1  P1  2  east
2020  1.993  93.1  13.800 15.92 49.3  G1  P1  2  east
2044  2.020  88.3  13.000 16.67 50.0  G1  P1  2 north
2071  2.045  92.2  14.600 17.17 49.3  G1  P1  2  west
2076  2.050  85.7  12.700 17.29 46.3  G1  P1  2 south
2104  2.088  90.2  13.000 15.97 48.5  G1  P1  2  city
2113  2.113  94.2  14.800 16.67 49.8  G1  P1  2 south
2122  2.127  90.5  12.000 14.65 49.1  G2  P1  2  west
2125  2.132  90.2  13.000 15.97 49.5  G1  P1  2  west
2139  2.157  93.9  13.700 15.53 47.6  G1  P1  2 south
2144  2.168  91.2  11.500 13.82 48.6  G1  P1  3 south
2148  2.173  91.2  14.700 17.67 51.1  G1  P1  2  west
2154  2.182  88.4  14.000 17.91 51.1  G1  P1  2 south
2162  2.190  96.5  13.800 14.81 48.7  G3  P2  2  east
2168  2.198  94.2  14.980 16.88 51.0  G1  P3  2 north
2174  2.209  91.7  13.700 16.29 48.1  G1  P1  2  east
2180  2.228  91.6  12.800 15.25 47.6  G2  P2  2 south
2186  2.264  89.0  13.900 17.54 51.4  G1  P2  2  west
2220  2.381  91.5  11.500 13.73 49.9  G2  P2  2 south
2227  2.412  96.2  15.000 16.20 49.9  G1  P1  1 south
2242  2.455  92.5  15.200 17.76 50.0  G1  P1  3  west
2249  2.458  92.0  15.600 18.43 51.0  G1  P1  2 south
2269  2.491  88.5  11.200 14.29 48.8  G1  P1  3  east
2277  2.502  91.1  15.800 19.03 49.7  G2  P1  3 south
2280  2.507  97.2  16.900 17.88 52.2  G1  P1  3  east
2289  2.524 100.4  19.400 19.24 53.2  G1  P1  2  east
2306  2.559  95.0  12.500 13.85 51.4  G1  P1  2  west
2313  2.576  86.0  10.700 14.46 49.5  G1  P2  2 north
2337  2.622 100.0  15.800 15.80 52.0  G1  P1  3  west
2338  2.625  99.0  16.500 16.83 53.0  G1  P1  2  west
2355  2.672  97.9  16.100 16.79 51.6  G2  P1  3 south
2366  2.715  91.0  13.800 16.66 51.0  G1  P1  2  east
2414  2.866  94.0  16.000 18.10 50.0  G1  P1  2  east
2418  2.872  95.2  14.400 15.88 49.8  G1  P1  3 south
2419  2.874  95.0  14.000 15.51 49.5  G1  P1  2 south
2423  2.885  91.4  14.800 17.71 49.0  G1  P1  2  east
2436  2.913  96.5  14.500 15.57 46.2  G1  P1  2 south
2448  2.929  95.3  13.500 14.86 51.2  G2  P2  2 north
2457  2.956 102.0  18.400 17.68 53.8  G1  P1  3  west
2476  2.981 100.5  15.200 15.04 50.2  G1  P1  2  east
2484  2.989  95.5  15.700 17.21 49.7  G1  P1  2  west
2519  3.041  94.5  14.700 16.46 52.0  G2  P1  2 south
2522  3.047  94.0  13.800 15.61 49.3  G2  P2  2 south
2531  3.058  92.6  12.800 14.92 49.3  G1  P1  2  west
2532  3.058  97.8  14.200 14.84 47.9  G1  P2  2 south
2535  3.060 102.3  16.600 15.86 50.4  G1  P1  2  east
2538  3.066  97.1  15.400 16.33 50.0  G1  P1  3  west
2540  3.069 104.9  17.600 15.99 51.0  G1  P1  3  east
2552  3.093  98.7  14.800 15.19 50.7  G3  P2  2 south
2553  3.093  99.6  15.300 15.42 52.2  G1  P1  2 south
2555  3.099  99.5  13.600 13.73 49.6  G2  P1  2  city
2561  3.107 103.5  16.200 15.12 52.0  G1  P1  3 south
2565  3.115 100.0  16.000 16.00 49.7  G1  P1  2 south
2583  3.184 100.0  15.500 15.50 50.3  G2  P2  3 north
2609  3.304 108.0  17.500 15.00 53.4  G1  P1  3 north
2616  3.342 100.5  18.100 17.92 51.3  G1  P1  2  west
2626  3.408  99.5  15.000 15.15 52.2  G1  P1  2  west
2632  3.433  99.0  17.000 17.34 53.0  G1  P1  2  city
2651  3.583 101.0  15.900 15.58 49.0  G1  P1  3  west
2663  3.701 105.1  17.800 16.11 52.1  G1  P1  1  west
2664  3.707  98.0  14.900 15.51 49.7  G1  P2  1  west
2667  3.720 105.8  19.000 16.97 51.7  G1  P1  2  east
2673  3.731 104.0  16.900 15.62 53.1  G1  P1  2  east
2678  3.745 106.0  16.000 14.23 53.5  G1  P1  2  east
2680  3.748 106.5  18.600 16.39 50.2  G1  P2  3  east
2685  3.750 106.0  17.700 15.75 50.5  G2  P1  3  west
2689  3.761 111.1  19.000 15.39 51.8  G1  P1  2  east
2713  3.827  99.0  14.500 14.79 52.3  G1  P1  1  city
2740  3.890 104.2  17.100 15.74 51.2  G1  P1  2  east
2748  3.912 108.1  21.000 17.97 52.5  G2  P1  2 south
2772  3.956 107.0  18.300 15.98 53.4  G2  P2  2  west
2777  3.964 104.7  14.600 13.31 47.6  G2  P1  2 south
2792  4.013 105.2  16.000 14.45 49.0  G1  P1  3 south
2811  4.046 104.5  16.350 14.97 50.0  G2  P1  1 south
2829  4.197 108.0  18.000 15.43 51.0  G1  P1  1 north
2841  4.295 106.5  17.200 15.16 49.2  G3  P2  2 south
2850  4.383 106.3  19.600 17.34 50.3  G1  P1  1 south
2874  5.196 111.1  20.900 16.93 54.0  G1  P1  2  east
2883  5.286 128.7  30.600 18.47 55.0  G1  P1  2  east
2885  5.292 109.3  19.600 16.40 52.4  G1  P1  2 south
2891  5.333 112.9  19.100 14.98 53.0  G1  P1  2 south
2892  5.338 123.0  28.100 18.57 52.5  G1  P1  3  city
2932  5.533 116.3  20.200 14.93 50.0  G1  P1  2  west
2957  5.626 119.1  23.600 16.63 53.8  G1  P1  1  east
2959  5.637 128.7  28.400 17.14 54.2  G1  P1  2  east
2977  5.782 124.8  25.100 16.11 53.8  G1  P1  2 north
2978  5.782 119.6  21.500 15.03 53.0  G1  P1  2  west
2984  5.820 102.3  26.500 17.18 49.0  G1  P2  2  west
2985  5.837 117.3  20.300 14.75 54.4  G1  P1  4  east
2996  5.935 119.1  19.500 13.74 51.6  G1  P1  1  west
3005  6.017 128.1  27.800 16.94 53.3  G2  P1  2 south
3018  6.113 124.6  27.000 17.39 51.5  G1  P1  2  west
3058  6.819 121.1  21.500 14.66 51.5  G1  P1  2  west
3060  6.841 125.7  31.200 19.74 54.1  G1  P1  2  west
3075  7.041 130.5  27.000 15.85 55.0  G1  P1  1  city
3083  7.170 133.4  27.500 15.45 51.0  G1  P1  6  east
3088  7.252 118.8  21.100 14.95 49.2  G1  P1  3  east
3106  7.389 127.5  25.900 15.93 52.3  G2  P1  2  east
3107  7.394 135.9  45.300 24.52 52.8  G1  P1  1 south
3111  7.419 131.0  27.500 16.02 53.8  G1  P1  3 south
3131  7.501 132.5  26.500 15.09 52.5  G1  P1  2  east
3145  7.540 138.0  31.000 16.27 50.5  G1  P2  1 north
3161  7.600 148.5  35.500 16.09 53.6  G1  P1  2  city
3165  7.613 122.5  24.500 16.32 50.0  G1  P2  2  west
3179  7.709 132.0  34.600 19.85 55.2  G2  P2  3 south
3191  7.813 140.2  30.900 15.72 56.5  G1  P1  4  east
3196  7.849 132.1  42.500 24.35 55.2  G1  P1  1  city
3199  7.885 133.7  29.400 16.44 53.6  G1  P1  2  west
3209  7.964 132.8  27.000 15.30 49.5  G1  P1  1  west
3277  8.832 134.5  31.200 17.24 53.4  G1  P1  4  east
3279  8.859 124.8  31.000 19.90 51.6  G1  P1  1 north
3283  8.867 145.0  38.200 18.16 54.8  G2  P1  2 south
3296  8.908 137.8  30.000 15.79 54.7  G1  P1  2 south
3300  8.925 140.2  37.200 18.92 55.9  G2  P1  3 south
3315  8.977 123.0  24.900 16.45 53.8  G2  P1  2 south
3321  8.999 136.3  26.900 14.47 53.4  G1  P1  4  east
3323  9.004 151.2  48.200 21.08 50.5  G2  P1  2  west
3327  9.021 141.4  29.400 14.70 53.9  G1  P1  2  east
3329  9.021 132.7  30.000 17.03 53.6  G1  P1  3 south
3334  9.034 139.6  33.800 17.34 55.0  G1  P1  2  city
3357  9.119 140.0  28.000 14.28 52.1  G1  P1  2 north
3388  9.201 125.8  22.000 13.90 54.4  G1  P1  3  west
3398  9.234 139.8  35.600 18.21 53.0  G2  P1  2 south
3409  9.270 140.4  32.000 16.23 52.3  G2  P1  1  west
3416  9.303 142.2  31.600 15.62 51.5  G1  P1  3 north
3422  9.316 147.4  31.400 14.45 53.2  G1  P1  2 south
3429  9.368 132.7  25.900 14.70 52.7  G1  P1  2 south
3442  9.407 134.4  27.000 14.94 51.8  G1  P1  6 south
3449  9.426 146.0  36.500 17.12 51.4  G1  P1  3  west
3453  9.440 144.9  36.500 17.38 53.0  G1  P2  2  west
3455  9.451 136.0  27.500 14.86 51.4  G1  P1  2  east
3460  9.459 142.7  30.800 15.12 51.5  G1  P2  4  west
3481  9.511 144.5  30.300 14.51 52.6  G1  P2 12  east
3484  9.514 140.3  27.800 14.12 53.1  G1  P1  2  east
3486  9.514 138.0  31.000 16.27 50.4  G1  P1  2  west
3494  9.524 140.9  32.700 16.47 53.4  G1  P1  3  east
3518  9.577 141.1  35.300 17.73 53.2  G1  P1  3  east
3525  9.582 134.0  27.500 15.31 51.0  G2  P2  3 south
3533  9.604 139.7  32.600 16.70 53.0  G1  P1  4  west
3547  9.631 139.7  28.700 14.70 53.0  G2  P1  2 south
3596  9.768 148.2  32.800 14.93 55.8  G2  P1  2 south
3609  9.834 142.0  30.300 15.02 53.4  G1  P1  3  west
3624  9.869 141.8  33.900 16.85 53.4  G1  P1  2  west
3641  9.946 146.5  38.600 17.98 53.6  G3  P2  5  west
3651  9.990 149.0  37.300 16.80 53.7  G1  P1  2  west
3664 10.020 137.2  31.700 16.84 54.1  G1  P1  2 south
3671 10.028 148.5  47.700 21.63 56.0  G1  P1  4  east
3698 10.108 148.1  31.600 14.40 54.8  G1  P1  3  east
3710 10.132 134.0  26.500 14.75 50.1  G1  P1  3 south
3721 10.154 139.3  30.600 15.76 51.5  G2  P2  2 south
3722 10.157 153.1  40.800 17.40 56.1  G1  P1  2  city
3723 10.160 148.4  34.200 15.52 54.7  G1  P1  3  east
3724 10.160 141.3  39.500 19.78 52.4  G1  P1  4  city
3727 10.171 135.2  31.900 17.45 53.0  G2  P1  3  west
3792 10.360 145.7  40.400 19.03 56.0  G2  P2  4  west
3805 10.398 149.8  34.700 15.46 51.0  G2  P2 10  east
3814 10.422 158.8  39.800 15.78 54.2  G2  P1  4  west
3827 10.447 148.7  41.000 18.54 55.7  G1  P1  2  east
3834 10.477 142.6  32.500 15.98 53.0  G2  P2  4  city
3841 10.499 148.6  38.600 17.48 54.4  G2  P1  4 south
3847 10.510 152.5  38.100 16.38 52.7  G2  P2  2  west
3850 10.513 142.6  31.800 15.63 52.0  G2  P2  2  east
3865 10.554 146.3  40.400 18.87 53.0  G1  P1  2  east
3873 10.568 151.0  36.600 16.05 54.4  G1  P1  4  east
3880 10.581 141.2  33.800 16.95 53.7  G1  P1  3  east
3922 10.713 137.4  26.100 13.82 50.8  G1  P1  2 south
3924 10.715 135.2  26.500 14.49 51.3  G2  P2  4 south
3929 10.724 144.1  29.500 14.20 50.6  G1  P1  4  east
3969 10.880 148.6  36.400 16.48 54.4  G1  P1 15  east
3975 10.888 147.0  33.800 15.64 54.0  G1  P1  1 south
3988 10.945 149.0  45.600 20.53 56.1  G1  P2  4  city
3991 10.954 145.1  36.200 17.19 52.7  G2  P1 10  east
3994 10.967 137.4  29.600 15.67 50.5  G2  P1  9  west
3995 10.970 151.2  39.200 17.14 53.4  G1  P2  3  east
4000 10.992 148.5  35.300 16.00 52.7  G3  P1  4  west
4006 11.003 134.3  29.100 16.13 53.5  G1  P1  1  west
4009 11.011 148.8  44.200 19.96 55.4  G1  P2  2 north
4024 11.052 150.7  34.100 15.01 52.7  G2  P2 10 south
4059 11.126 139.6  32.700 16.77 54.3  G2  P2  4  east
4066 11.143 135.1  25.000 13.69 48.2  G1  P2  2  west
4067 11.143 148.3  41.500 18.86 53.7  G2  P2 10 south
4070 11.156 163.0  44.500 16.74 57.8  G2  P2  4 south
4072 11.159 144.5  49.700 23.80 57.2  G1  P1  4 south
4102 11.222 151.8  44.400 19.26 55.6  G1  P1  2 north
4103 11.225 154.0  37.000 15.60 52.5  G1  P1  3  west
4122 11.288 159.4  43.400 17.08 54.3  G1  P1  4  west
4173 11.446 147.9  42.200 19.29 51.4  G1  P2  3  east
4174 11.446 152.8  43.100 18.45 55.1  G1  P1  3  west
4186 11.482 148.7  37.200 16.82 52.9  G1  P1  3  east
4191 11.496 156.9  39.400 16.00 53.9  G1  P1  6  east
4210 11.545 160.2  40.800 15.89 54.8  G1  P1  2  east
4211 11.545 153.2  42.500 18.10 54.4  G1  P1  2  city
4227 11.583 154.0  39.800 16.78 54.9  G1  P1  6  east
4238 11.605 155.2  36.700 15.23 54.6  G2  P1  6 south
4240 11.611 151.0  33.800 14.82 55.0  G1  P1  5  west
4253 11.655 160.6  44.400 17.21 57.6  G2  P1  2 north
4254 11.665 152.5  38.000 16.33 51.0  G2  P2  3  east
4255 11.665 144.5  30.800 14.75 51.5  G2  P2  5  city
4266 11.690 148.0  35.200 16.07 50.9  G1  P1  2  west
4268 11.696 153.2  30.300 13.93 54.2  G1  P1  3  west
4273 11.709 144.7  35.200 16.81 52.3  G1  P2  4  east
4280 11.728 149.6  35.500 15.86 53.8  G1  P1  1 north
4293 11.759 153.2  42.800 18.23 53.4  G2  P2  2  city
4301 11.789 135.4  29.700 16.20 54.2  G2  P2  5 south
4302 11.791 152.8  43.500 18.63 54.2  G2  P1  3  city
4312 11.811 145.9  34.800 16.34 51.8  G2  P2  8  east
4318 11.827 151.0  33.000 14.47 53.0  G1  P1 15  west
4332 11.874 152.0  32.500 14.06 52.0  G1  P2  6  west
4349 11.926 156.5  44.500 18.16 53.0  G1  P1  6  west
4399 12.071 151.1  34.500 15.11 55.0  G1  P1  2  west
4457 12.232 155.5  46.300 19.14 57.0  G1  P2  4  east
4465 12.265 156.6  43.300 17.65 58.1  G3  P3 15  west
4481 12.292 145.8  39.200 18.44 54.1  G1  P1  3  west
4487 12.303 161.4  44.000 16.89 53.1  G2  P2  2  west
4501 12.342 158.1  54.900 21.96 55.9  G3  P2  2  west
4505 12.375 157.2  61.000 24.68 54.0  G1  P1  3 south
4506 12.377 149.3  38.000 17.04 53.6  G2  P2  3  west
4532 12.457 161.4  52.600 20.19 53.0  G2  P2  3 north
4552 12.501 170.5  53.400 18.36 56.4  G2  P1  6 south
4561 12.520 162.1  44.100 16.78 52.6  G2  P3  4  city
4569 12.542 160.5  49.100 19.06 54.4  G4  P3 10  west
4579 12.574 163.8  51.600 19.23 56.7  G2  P3 12  east
4585 12.583 163.3  52.600 19.72 56.2  G3  P3 15 south
4591 12.599 155.0  39.000 16.23 52.5  G2  P2  5  west
4604 12.629 163.2  46.600 17.49 56.2  G3  P3  8  west
4612 12.646 169.6  58.200 20.23 56.6  G2  P2  4  city
4646 12.741 172.0  79.500 26.87 55.0  G2  P3  8 south
4651 12.752 150.7  40.900 18.00 52.0  G4  P5 10  west
4658 12.766 167.2  50.600 18.09 56.9  G4  P4 20 south
4682 12.821 170.2  56.000 19.33 57.5  G4  P4 12  west
4721 12.933 169.5  54.800 19.07 55.7  G3  P3  8 south
4727 12.944 157.0  41.200 16.71 55.0  G2  P2  8 south
4745 12.991 148.7  31.100 14.06 51.0  G2  P2 15  east
4748 12.993 155.9  42.300 17.40 54.3  G4  P3  6  east
4750 12.996 171.5  49.700 16.89 55.6  G2  P1  3 north
4752 12.996 158.9  49.100 19.44 59.0  G3  P3 10  city
4755 13.002 156.2  34.000 13.93 54.7  G3  P3 12  east
4770 13.021 172.4  55.800 18.77 57.3  G2  P1 10 south
4809 13.108 164.0  61.700 22.94 55.3  G1  P1 10  east
4823 13.127 175.0  65.100 21.25 58.1  G2  P2  6  west
4824 13.127 180.0  57.800 17.83 55.5  G2  P4  8  east
4825 13.130 156.4  40.800 16.67 55.1  G2  P2 10  west
4840 13.171 159.3  44.000 17.33 52.5  G4  P4 20  east
4845 13.182 161.5  45.000 17.25 55.2  G3  P2  4 south
4847 13.188 168.1  53.400 18.89 57.3  G3  P2 15  east
4848 13.190 155.4  42.100 17.43 53.9  G3  P3  6 north
4887 13.275 161.2  37.000 14.23 53.6  G3  P2  4  city
4892 13.300 165.5  41.900 15.29 55.6  G2  P2  5  east
4894 13.300 147.2  32.500 14.99 52.1  G2  P2  5  city
4898 13.314 165.1  42.500 15.59 53.6  G3  P3 10  east
4916 13.374 160.0  48.100 18.78 55.0  G3  P4 17  west
4940 13.445 167.8  51.000 18.11 56.0  G4  P2 12  west
4943 13.453 156.7  39.100 15.92 53.0  G2  P2 10  west
4944 13.459 185.7  77.500 22.47 57.3  G3  P4 10  west
4959 13.486 156.2  46.600 19.09 55.6  G2  P2 10 south
4961 13.489 161.3  41.400 15.91 56.3  G3  P3 12  east
4966 13.500 161.5  60.200 23.08 56.1  G2  P2  6  city
4968 13.511 178.7  56.800 17.78 51.9  G4  P5 12  east
4972 13.519 157.5  43.900 17.69 51.5  G3  P4 10  east
4994 13.552 157.7  46.200 18.57 54.2  G2  P2  3  west
4997 13.555 159.1  45.500 17.97 54.5  G4  P4  8  city
5012 13.577 176.7  60.500 19.37 54.9  G4  P4 10  city
5023 13.604 165.0  53.500 19.65 57.7  G2  P2  2 north
5026 13.615 158.9  45.000 17.82 56.3  G2  P2 10  west
5039 13.631 179.0  54.900 17.13 53.5  G3  P4 20  east
5044 13.642 153.4  40.600 17.25 55.6  G3  P2  4 south
5047 13.656 146.9  34.700 16.07 55.1  G2  P3  8  city
5048 13.656 175.4  74.800 24.31 59.2  G4  P5 20  city
5064 13.686 168.7  46.100 16.19 55.4  G4  P4 10  east
5073 13.719 167.4  53.100 18.94 57.6  G2  P2  8  west
5085 13.749 155.5  36.500 15.09 52.9  G2  P1 12  east
5098 13.790 183.4  70.700 21.01 53.4  G5  P5 20  east
5113 13.839 162.1  44.900 17.08 52.5  G4  P3  8 north
5115 13.842 160.5  52.400 20.34 57.5  G5  P5 20  west
5126 13.883 176.2  48.100 15.49 53.9  G3  P4  8 south
5130 13.891 174.6  54.200 17.77 55.1  G4  P4 10 north
5131 13.894 161.9  47.300 18.04 51.2  G1  P2  2 south
5133 13.897 181.7  61.900 18.74 54.5  G4  P4 20  west
5147 13.924 144.8  35.100 16.74 54.2  G3  P4  8 north
5151 13.927 176.6  54.500 17.47 54.0  G2  P2  8  west
5159 13.938 156.9  50.000 20.31 54.5  G2  P2 10  west
5165 13.954 175.4  58.400 18.98 55.0  G1  P2  4  west
5166 13.963 183.4  62.500 18.58 55.2  G5  P5 15  west
5186 14.001 178.6  58.600 18.37 58.9  G2  P2 10  east
5206 14.045 170.0  54.700 18.92 52.7  G3  P4 10 south
5213 14.058 177.2  48.000 15.28 54.8  G4  P4 20  west
5219 14.069 170.6  59.200 20.34 55.1  G3  P3  8 north
5228 14.083 172.1  50.900 17.18 56.4  G4  P5  8  east
5234 14.094 169.1  54.000 18.88 55.5  G2  P3 10  city
5237 14.099 163.2  59.500 22.33 53.7  G5  P5 20 north
5247 14.121 159.2  42.700 16.84 53.6  G3  P3 10 south
5273 14.176 169.8  61.700 21.39 56.0  G2  P2  6  west
5288 14.209 170.9  54.800 18.76 53.9  G4  P4 15 south
5293 14.220 165.5  48.000 17.52 53.0  G5  P5 20  east
5326 14.297 167.4  50.000 17.84 55.1  G3  P2 10  east
5327 14.297 153.2  44.300 18.87 50.5  G2  P3 12  city
5330 14.302 173.5  65.800 21.85 59.3  G4  P4 10  west
5335 14.308 171.0  56.000 19.15 53.1  G4  P4 20 south
5343 14.332 164.1  49.100 18.23 54.9  G2  P2  8  city
5362 14.398 185.6  81.000 23.51 56.6  G4  P5 20  west
5363 14.398 156.1  43.200 17.72 56.0  G5  P5 20  west
5367 14.412 165.5  54.200 19.78 56.5  G4  P4 15  west
5369 14.414 166.5  53.900 19.44 56.7  G3  P3 10 south
5400 14.494 147.4  39.000 17.95 54.7  G3  P4 15 north
5410 14.527 160.7  52.000 20.13 65.0  G5  P5 12  west
5415 14.540 182.4  76.000 22.84 58.2  G5  P6 20  west
5416 14.543 173.7  69.500 23.03 57.3  G5  P5 12 north
5417 14.543 176.4  51.000 16.38 55.9  G5  P4  8  west
5420 14.546 167.3  61.000 21.79 55.0  G4  P2 10 south
5463 14.650 179.8  71.100 21.99 58.0  G5  P5 15  city
5471 14.666 159.8  49.000 19.18 54.4  G4  P4 20  east
5474 14.666 163.2  49.000 18.39 55.0  G2  P3 10  west
5478 14.669 182.9  57.200 17.09 56.7  G5  P5 20 south
5480 14.677 180.3  67.500 20.76 56.0  G4  P4 15  east
5496 14.721 169.1  50.700 17.73 56.3  G4  P3 10 south
5509 14.762 168.6  47.600 16.74 52.0  G4  P4 15  east
5516 14.787 168.5  54.200 19.08 55.0  G5  P5 15 south
5520 14.811 173.8  61.700 20.42 55.0  G4  P4 15 north
5522 14.811 179.0  66.500 20.75 58.1  G4  P5 25  east
5529 14.830 160.0  43.000 16.79 52.5  G5  P5 12  west
5534 14.839 178.5  49.900 15.66 56.6  G4  P4 15 south
5539 14.844 172.7  64.300 21.55 56.0  G4  P4 12 south
5542 14.852 180.9  60.200 18.39 57.3  G5  P5 20  west
5551 14.863 169.1  66.300 23.18 55.5  G5  P6 20  west
5553 14.872 175.8  61.700 19.96 56.0  G4  P5 20  west
5554 14.877 188.5  59.300 16.68 53.0  G4  P5  6 north
5557 14.885 175.3  56.000 18.22 57.6  G4  P4 10  west
5567 14.926 177.4  58.300 18.52 56.0  G5  P5 20 south
5571 14.934 156.0  60.500 24.86 56.9  G3  P3 15  east
5585 14.967 174.1  88.000 29.03 54.4  G3  P4 10  east
5594 14.984 165.8  52.300 19.02 54.6  G5  P5 25  east
5598 14.997 181.2  65.100 19.82 55.6  G4  P5 10 north
5602 15.003 188.0  91.600 25.91 59.8  G4  P4 12 south
5608 15.017 180.6  58.000 17.78 55.0  G5  P5 15  west
5610 15.025 185.5  62.700 18.22 56.4  G3  P4  8 north
5612 15.028 178.5  54.100 16.97 57.0  G5  P4 20 south
5619 15.055 172.5  64.000 21.50 55.9  G2  P2  4  west
5642 15.099 178.1  74.500 23.48 58.3  G3  P4 12  east
5654 15.129 176.9  58.600 18.72 54.3  G4  P5 20 south
5656 15.132 167.3  59.800 21.36 54.0  G5  P5 15 south
5665 15.145 177.4  57.500 18.27 55.3  G4  P4 15  east
5671 15.159 166.5  53.800 19.40 56.5  G5  P5 15  west
5675 15.162 176.8  54.800 17.53 54.3  G4  P4 15  east
5687 15.189 165.2  45.400 16.63 54.7  G4  P4 20 south
5692 15.200 175.4  54.200 17.61 56.3  G2  P2 15  east
5710 15.249 188.0  89.000 25.18 56.0  G5  P5 20  west
5714 15.266 175.2  62.500 20.36 55.2  G4  P4 15  east
5715 15.268 179.5  57.000 17.69 51.2  G2  P2  3 north
5731 15.304 175.0  63.500 20.73 58.0  G4  P4 20  city
5733 15.323 180.1  59.000 18.18 57.4  G4  P4 12  east
5746 15.359 179.2  61.700 19.21 55.2  G5  P6 14  west
5756 15.394 179.8  67.300 20.81 54.4  G4  P3 20  west
5763 15.411 173.3  54.100 18.01 58.0  G4  P4 25  east
5764 15.416 187.2  80.600 22.99 59.6  G4  P4 17 north
5769 15.427 172.8  56.700 18.98 56.0  G4  P5 20  east
5775 15.444 181.1  77.400 23.59 58.8  G4  P5 15  east
5777 15.449 165.1  45.000 16.50 55.6  G5  P4 16  west
5784 15.466 179.7  64.000 19.81 55.9  G4  P3 12  west
5789 15.474 192.2  80.200 21.71 59.3  G4  P5 20 north
5800 15.493 182.5 102.000 30.62 57.7  G2  P4 12  west
5806 15.504 172.0  52.300 17.67 56.9  G5  P5 20 south
5807 15.507 182.1  63.000 18.99 55.4  G5  P5 15 north
5813 15.520 162.5  51.500 19.50 54.5  G2  P2  6  city
5823 15.542 171.0  50.000 17.09 56.6  G2  P3  6 north
5830 15.556 183.3  61.500 18.30 53.6  G5  P5 15 north
5835 15.570 177.3  63.500 20.20 57.5  G5  P4 20  west
5856 15.622 184.1  70.500 20.80 58.4  G4  P4 15  city
5857 15.630 174.3  52.600 17.31 54.8  G3  P3 15 south
5858 15.633 186.0  67.000 19.36 53.5  G5  P6 20  east
5875 15.657 178.8  71.100 22.23 59.1  G5  P5 25 south
5879 15.663 172.7  58.600 19.64 57.1  G5  P6 15 south
5880 15.668 176.0  63.800 20.59 59.8  G5  P6 20  west
5883 15.674 176.6  56.900 18.24 56.8  G5  P5 25 south
5893 15.693 167.2  59.000 21.10 55.9  G2  P3 10  west
5897 15.704 182.8  67.100 20.08 56.6  G4  P5 10 north
5930 15.794 168.9  49.100 17.21 55.2  G4  P5 25 south
5947 15.838 177.0  63.500 20.26 58.0  G5  P6 25 south
5957 15.879 190.7  73.800 20.29 56.9  G4  P4 15  west
5958 15.882 175.9  62.900 20.32 56.9  G4  P4 12  east
5963 15.890 173.8  52.100 17.24 58.4  G2  P2 15 south
5964 15.893 168.6  56.000 19.70 54.9  G4  P5 15  city
5971 15.906 176.2  57.500 18.52 57.6  G4  P5 12  city
5975 15.912 180.0  65.200 20.12 55.0  G4  P5 12 north
5986 15.926 167.8  62.200 22.09 55.4  G4  P5 12 north
5989 15.937 185.2  56.800 16.56 56.6  G4  P4 12  west
5996 15.961 183.0  73.000 21.79 57.0  G4  P5 20 south
6005 15.989 187.8  64.800 18.37 56.8  G5  P6 13 north
6023 16.030 178.9  61.900 19.34 56.5  G5  P6 15  east
6029 16.049 186.7  70.600 20.25 56.3  G5  P5 20  east
6030 16.049 177.9  61.400 19.40 54.6  G5  P5 20  west
6033 16.062 183.9  61.500 18.18 56.0  G5  P6 15  west
6036 16.065 184.4  68.500 20.14 55.3  G5  P5 15 south
6037 16.068 186.5  70.700 20.32 57.0  G3  P5 25  west
6040 16.090 180.6  90.400 27.71 58.8  G4  P5 20 south
6047 16.109 170.8  48.500 16.62 54.7  G5  P6 20 south
6064 16.156 194.3 113.000 29.93 58.4  G3  P5  6 north
6067 16.175 193.5  70.000 18.69 56.8  G5  P5 15 north
6083 16.235 185.4  60.000 17.45 54.3  G5  P5 20 south
6085 16.246 183.5  76.000 22.57 55.9  G5  P5 25  west
6089 16.262 176.8  57.800 18.49 56.5  G5  P5 20 south
6090 16.268 170.0  66.000 22.83 57.0  G5  P5 15  city
6092 16.273 177.9  57.000 18.01 56.0  G5  P5 25  west
6117 16.355 171.0  59.100 20.21 58.0  G4  P4 20 south
6119 16.364 183.1  60.400 18.01 56.5  G5  P5 25  west
6131 16.399 184.4  84.500 24.85 58.2  G4  P5 15 north
6132 16.402 173.6  54.500 18.08 54.0  G5  P4 25 south
6138 16.427 195.5  69.000 18.05 56.0  G5  P6 25 south
6141 16.435 175.1  64.500 21.03 58.2  G5  P5 25 south
6144 16.443 190.5  60.500 16.67 57.0  G5  P5 20  city
6166 16.492 188.0  62.500 17.68 57.5  G5  P5 25 south
6182 16.536 185.3  83.000 24.17 56.8  G5  P6 20  west
6185 16.544 178.0  65.700 20.73 58.0  G5  P6 15  west
6187 16.547 181.8  72.000 21.78 57.2  G5  P5 15  city
6209 16.605 183.1  70.200 20.93 55.8  G3  P3 12 north
6214 16.616 170.5  47.600 16.37 55.2  G5  P5 25 south
6249 16.714 181.1  59.300 18.08 56.7  G5  P6 20  east
6251 16.717 180.2  66.400 20.44 56.4  G5  P5 20  west
6253 16.720 192.8  88.300 23.75 57.8  G5  P5 25  city
6262 16.741 189.8  70.300 19.51 59.2  G4  P5 20 north
6283 16.807 184.3  77.000 22.66 60.3  G5  P6 20  west
6311 16.900 190.2  69.400 19.18 55.7  G5  P5 25 north
6315 16.903 176.7  65.500 20.97 57.0  G3  P4 20  west
6333 16.939 173.4  54.600 18.15 56.0  G4  P4 20  west
6343 16.966 182.4  63.700 19.14 56.1  G5  P6 15  west
6361 16.999 179.0  68.100 21.25 56.0  G5  P6 25  east
6372 17.018 183.0  65.500 19.55 57.4  G5  P5 20 south
6375 17.023 165.2  56.200 20.59 56.7  G5  P6 25  city
6386 17.056 184.0  67.000 19.78 58.5  G5  P6 18 south
6416 17.117 183.2  69.300 20.64 56.5  G5  P6 25  west
6439 17.204 177.5  66.000 20.94 50.5  G5  P6 15 south
6480 17.327 170.5  75.000 25.79 57.0  G5  P5 15 north
6482 17.333 180.3  76.800 23.62 60.5  G5  P6 20  east
6483 17.336 183.9  66.300 19.60 56.9  G4  P4 20  east
6486 17.347 180.5  76.000 23.32 56.5  G5  P6 25  east
6502 17.374 174.5  70.100 23.02 58.7  G5  P5 25  east
6522 17.426 183.2  57.900 17.25 55.1  G3  P3  8 north
6523 17.429 195.5  74.500 19.49 58.0  G5  P6 20  west
6525 17.431 182.0  65.000 19.62 56.5  G5  P5 25  west
6528 17.440 171.4  71.700 24.40 58.7  G4  P5 20  east
6534 17.464 185.0  67.000 19.57 59.5  G5  P5 20  west
6539 17.467 173.6  55.500 18.41 55.7  G4  P4 10 north
6547 17.483 182.4  71.000 21.34 59.0  G5  P6 20  east
6562 17.544 164.3  64.000 23.70 56.5  G4  P4 15  west
6566 17.555 190.0  97.000 26.86 59.0  G5  P6 20 south
6567 17.560 186.5  71.200 20.47 57.3  G5  P6 20  west
6568 17.560 164.3  56.400 20.89 57.0  G5  P5 25  west
6569 17.571 187.1  78.500 22.42 56.1  G5  P6 25  east
6573 17.579 181.6  66.000 20.01 55.5  G5  P5 20  city
6583 17.604 168.6  64.500 22.69 57.7  G4  P5 15 south
6611 17.678 176.4  72.800 23.39 56.6  G5  P5 14 north
6614 17.681 164.9  64.100 23.57 60.2  G5  P6 12 south
6617 17.694 195.7  80.000 20.88 59.4  G5  P5 20 north
6633 17.730 172.5  70.000 23.52 57.5  G5  P6 20  east
6641 17.749 174.0  94.900 31.34 56.3  G5  P5 25  west
6647 17.757 196.2  81.000 21.04 59.7  G5  P6 15  west
6685 17.911 183.6  61.000 18.09 56.8  G4  P5 20  east
6686 17.911 181.2  86.800 26.43 58.3  G5  P5 15 north
6693 17.938 180.3  83.000 25.53 55.4  G4  P6 15  west
6700 17.957 172.2  64.500 21.75 56.3  G5  P6 20  west
6724 18.039 187.1  87.700 25.05 58.8  G5  P6 25 south
6744 18.094 170.0  51.000 17.64 57.0  G5  P5 15 south
6754 18.119 187.6  70.600 20.06 58.3  G5  P6 20  west
6756 18.121 171.6  58.400 19.83 57.1  G5  P6 15 south
6782 18.209 177.9  63.400 20.03 58.2  G4  P5 15 south
6789 18.220 187.4  79.000 22.49 58.4  G5  P6 25 south
6829 18.343 180.7  80.000 24.50 60.3  G5  P6 20  west
6831 18.349 193.6  69.200 18.46 58.8  G5  P6 25  east
6844 18.406 180.5  81.000 24.86 55.8  G4  P5 10 north
6857 18.450 181.7  62.500 18.93 54.9  G5  P6 15  west
6858 18.453 170.5  53.500 18.40 55.3  G5  P5 20  city
6862 18.458 178.2  62.400 19.65 58.5  G5  P6 20  west
6878 18.507 193.5  92.000 24.57 59.0  G5  P6 15 north
6886 18.532 186.5  67.300 19.34 58.2  G5  P6 25 south
6892 18.551 193.0  71.700 19.24 56.9  G4  P6 12 south
6916 18.606 172.4  57.200 19.24 55.2  G5  P6 18 south
6923 18.617 188.0  61.900 17.51 55.5  G5  P5 20 south
6937 18.655 189.0  60.000 16.79 56.0  G4  P5 25  east
6943 18.677 196.7  75.000 19.38 58.6  G5  P6 15 north
6961 18.735 191.5  79.000 21.54 59.0  G5  P6 25 south
6963 18.737 191.0  81.300 22.28 60.0  G5  P6 25  east
6964 18.743 192.0  99.000 26.85 59.5  G5  P6 25  east
6965 18.743 179.6  61.000 18.91 55.9  G4  P5 25  west
6973 18.762 181.5  79.900 24.25 56.9  G5  P6 20 south
6975 18.765 180.2  74.600 22.97 57.0  G5  P6 20  west
6977 18.773 189.4  69.600 19.40 55.6  G5  P6 20  west
6981 18.792 174.8  56.000 18.32 53.9  G5  P6 15  west
7001 18.850 179.8  62.600 19.36 55.9  G4  P6 25  city
7023 18.929 188.8  75.800 21.26 57.3  G5  P6 25 north
7032 18.959 185.1  76.200 22.24 56.1  G5  P6 16 north
7047 19.011 180.3  77.500 23.84 58.5  G5  P5 20 north
7055 19.028 187.1  77.800 22.22 57.9  G5  P6 25 north
7062 19.049 176.9  65.200 20.83 54.9  G5  P6 20 south
7064 19.052 180.5  77.000 23.63 57.0  G5  P6 20  west
7066 19.060 180.8  93.800 28.69 55.8  G4  P5 15 south
7068 19.063 175.0  72.400 23.64 58.0  G5  P6 25 south
7073 19.077 182.7  70.000 20.97 56.4  G5  P5 25  west
7083 19.099 198.0  80.000 20.40 57.0  G4  P5 20  east
7088 19.104 186.1  72.500 20.93 58.7  G5  P6 25 south
7101 19.148 186.5  71.900 20.67 59.5  G5  P5 20  west
7122 19.227 180.0  66.600 20.55 55.5  G5  P6 20  west
7132 19.282 185.2  71.500 20.84 57.8  G5  P5 25 south
7135 19.290 180.9  94.400 28.84 58.6  G5  P6 25 south
7141 19.310 177.1  60.100 19.16 57.8  G5  P6 20 south
7152 19.367 178.0  78.100 24.64 57.2  G5  P5 25  west
7160 19.405 173.8  59.300 19.63 55.8  G5  P5 20  west
7161 19.408 192.7 100.100 26.95 58.2  G5  P5 25  east
7173 19.471 191.0  87.100 23.87 58.4  G4  P6 15 north
7184 19.501 186.8  78.500 22.49 57.9  G5  P6 15 north
7187 19.512 182.5  63.000 18.91 56.5  G5  P6 20  west
7192 19.526 189.0  89.400 26.87 53.4  G5  P6 20  west
7200 19.575 195.0  88.900 23.37 60.0  G5  P6 25  west
7218 19.630 181.0  65.100 19.87 55.9  G5  P5 25  west
7221 19.633 182.1  75.000 22.61 57.4  G5  P6 25  west
7234 19.671 179.0  78.000 24.34 57.0  G5  P6 25  east
7240 19.707 172.5  70.600 23.72 55.9  G5  P6 20  east
7247 19.739 177.0  65.500 20.90 56.1  G5  P6 20  west
7257 19.778 178.2  62.500 19.68 57.8  G2  P4 15 south
7278 19.868 186.0  76.100 21.99 55.8  G5  P6 25  west
7293 19.926 192.3 117.400 31.74 57.6  G5  P6 18 north
7297 19.934 181.8  76.200 23.05 58.8  G5  P6 20  east
7300 19.942 193.1  93.600 25.10 60.0  G5  P5 20  city
7308 19.978 189.5  88.100 24.53 56.6  G5  P6 15  west
7319 20.010 170.0  68.800 23.80 55.5  G5  P6 25  east
7328 20.030 178.6  71.000 22.25 57.2  G5  P5 25  city
7329 20.032 184.0  73.000 21.56 56.0  G5  P5 15 north
7362 20.117 188.7  89.400 25.10 58.1  G5  P6 25  east
7396 20.281 185.1  81.100 23.67 58.8  G5  P6 20 south
7405 20.323 182.5  69.000 20.71 59.0  G5  P5 15 north
7410 20.372 188.7  59.800 16.79 55.2  G5  P5 25  west
7418 20.429 181.1  67.200 20.48 56.6  G5  P4 20 north
7444 20.761 189.1  88.000 24.60 54.8  G5  P6 25  west
7447 20.780 193.5  75.400 20.13 56.2  G5  P5 25  west
7451 20.813 189.0  78.000 21.83 59.9  G5  P6 14 north
7475 21.177 181.8  76.500 23.14 57.0  G4  P6 15  east

attr(,"class")
[1] "mild" "list"

Calculate estimates: mean of tv

imp %>% 
  complete("all") %>% # list of imputed data sets
  map(~.x %$% mean(tv)) # calculate the means for every completed data set
$`1`
[1] 8.300802

$`2`
[1] 8.467914

$`3`
[1] 8.251337

$`4`
[1] 8.270053

$`5`
[1] 8.320856

Pooling the means

imp %>% 
  complete("all") %>% # list of completed data sets
  map(~.x %$% mean(tv)) %>% # calculate the means for every completed data set
  reduce(`+`) / imp$m # divide the sum by the number of imputations `m`
[1] 8.322193

The mean in the observed data was:

boys %>% # start with the boys data 
  select(tv) %>% # select only tv
  colMeans(na.rm = TRUE) # calculate the mean, excluding NAs
      tv 
11.89381

Pooling a regression model

imp %>% 
  complete("all") %>% # list of completed data sets
  map(~.x %$% # start the map with data so we can use the %$% pipe
        lm(tv ~ age)) %>% # fit a linear model to each imputed data set
  pool() # mice internal pooling function for model objects
Class: mipo    m = 5 
         term m   estimate         ubar            b           t dfcom       df
1 (Intercept) 5 -0.4557985 0.0757727041 2.385484e-03 0.078635285   746 579.3246
2         age 5  0.9584146 0.0005768796 3.004535e-05 0.000612934   746 436.0906
         riv     lambda        fmi
1 0.03777853 0.03640326 0.03971275
2 0.06249903 0.05882267 0.06310961

The pool() functions calculates the average over the estimates and pools the variances of the estimates according to Rubin’s rules. Rubin’s rules are a set of rules for combining estimates and variances from multiple imputed datasets to obtain a single estimate and variance that accounts for the uncertainty introduced by the missing data process.

Pooling a regression model: summary

imp %>% 
  complete("all") %>% # list of completed data sets
  map(~.x %$% # start the map with data so we can use the %$% pipe
        lm(tv ~ age)) %>% # fit a linear model to each imputed data set
  pool() %>% # mice internal pooling function for model objects
  summary(conf.int = TRUE) # print the summary of the pooled model
         term   estimate std.error statistic       df       p.value      2.5 %
1 (Intercept) -0.4557985 0.2804198 -1.625415 579.3246  1.046181e-01 -1.0065620
2         age  0.9584146 0.0247575 38.712084 436.0906 3.572171e-143  0.9097557
      97.5 %   conf.low  conf.high
1 0.09496491 -1.0065620 0.09496491
2 1.00707345  0.9097557 1.00707345

Practical

Gerko Vink @ Anton de Kom Universiteit, Paramaribo